---
license: apache-2.0
library_name: peft
tags:
- axolotl
- generated_from_trainer
base_model: mistralai/Mistral-7B-v0.1
model-index:
- name: hc-mistral-alpaca
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
<details><summary>See axolotl config</summary>

axolotl version: `0.4.0`
```yaml
base_model: mistralai/Mistral-7B-v0.1
model_type: MistralForCausalLM
tokenizer_type: LlamaTokenizer
is_mistral_derived_model: true

load_in_8bit: false
load_in_4bit: true
strict: false

lora_fan_in_fan_out: false
data_seed: 49
seed: 49

datasets:
  - path: sample_data/alpaca_synth_queries.jsonl
    type: sharegpt
    conversation: alpaca
dataset_prepared_path: last_run_prepared
val_set_size: 0.1
output_dir: ./qlora-alpaca-out
hub_model_id: caldana/hc-mistral-alpaca

adapter: qlora
lora_model_dir:

sequence_len: 896
sample_packing: false
pad_to_sequence_len: true

lora_r: 32
lora_alpha: 16
lora_dropout: 0.05
lora_target_linear: true
lora_fan_in_fan_out:
lora_target_modules:
  - gate_proj
  - down_proj
  - up_proj
  - q_proj
  - v_proj
  - k_proj
  - o_proj

wandb_project: 
wandb_entity: 

gradient_accumulation_steps: 4
micro_batch_size: 16
eval_batch_size: 16
num_epochs: 1000
optimizer: adamw_bnb_8bit
lr_scheduler: cosine
learning_rate: 0.0002
max_grad_norm: 1.0
adam_beta2: 0.95
adam_epsilon: 0.00001
save_total_limit: 12

train_on_inputs: false
group_by_length: false
bf16: true
fp16: false
tf32: false

gradient_checkpointing: true
early_stopping_patience:
resume_from_checkpoint:
local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true

loss_watchdog_threshold: 5.0
loss_watchdog_patience: 3

warmup_steps: 20
evals_per_epoch: 3
eval_table_size:
eval_table_max_new_tokens: 128
saves_per_epoch: 6
debug:
weight_decay: 0.0
fsdp:
fsdp_config:
special_tokens:
  bos_token: "<s>"
  eos_token: "</s>"
  unk_token: "<unk>"
save_safetensors: true

```

</details><br>

# hc-mistral-alpaca

This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3172

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 16
- eval_batch_size: 16
- seed: 49
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 20
- num_epochs: 1000

### Training results

| Training Loss | Epoch    | Step | Validation Loss |
|:-------------:|:--------:|:----:|:---------------:|
| 1.334         | 0.6667   | 1    | 1.2849          |
| 1.3476        | 1.3333   | 2    | 1.2764          |
| 1.2978        | 2.0      | 3    | 1.2489          |
| 1.3159        | 2.6667   | 4    | 1.1846          |
| 1.1755        | 3.3333   | 5    | 1.0708          |
| 1.1371        | 4.0      | 6    | 0.9095          |
| 0.9384        | 4.6667   | 7    | 0.7200          |
| 0.7389        | 5.3333   | 8    | 0.5638          |
| 0.5539        | 6.0      | 9    | 0.4326          |
| 0.406         | 6.6667   | 10   | 0.3255          |
| 0.2777        | 7.3333   | 11   | 0.2892          |
| 0.2191        | 8.0      | 12   | 0.2483          |
| 0.1747        | 8.6667   | 13   | 0.2174          |
| 0.1595        | 9.3333   | 14   | 0.2131          |
| 0.1526        | 10.0     | 15   | 0.1747          |
| 0.1177        | 10.6667  | 16   | 0.1537          |
| 0.087         | 11.3333  | 17   | 0.1459          |
| 0.1005        | 12.0     | 18   | 0.1610          |
| 0.0823        | 12.6667  | 19   | 0.1739          |
| 0.0769        | 13.3333  | 20   | 0.1614          |
| 0.0693        | 14.0     | 21   | 0.1523          |
| 0.0618        | 14.6667  | 22   | 0.1645          |
| 0.0571        | 15.3333  | 23   | 0.1591          |
| 0.0468        | 16.0     | 24   | 0.1427          |
| 0.0355        | 16.6667  | 25   | 0.1656          |
| 0.0355        | 17.3333  | 26   | 0.1900          |
| 0.0389        | 18.0     | 27   | 0.1734          |
| 0.0314        | 18.6667  | 28   | 0.1780          |
| 0.0216        | 19.3333  | 29   | 0.1946          |
| 0.027         | 20.0     | 30   | 0.2246          |
| 0.0182        | 20.6667  | 31   | 0.2307          |
| 0.0159        | 21.3333  | 32   | 0.2404          |
| 0.013         | 22.0     | 33   | 0.2605          |
| 0.0143        | 22.6667  | 34   | 0.2981          |
| 0.0629        | 23.3333  | 35   | 0.2668          |
| 0.0128        | 24.0     | 36   | 0.2713          |
| 0.0083        | 24.6667  | 37   | 0.2776          |
| 0.0138        | 25.3333  | 38   | 0.2692          |
| 0.0079        | 26.0     | 39   | 0.2750          |
| 0.0061        | 26.6667  | 40   | 0.2842          |
| 0.0103        | 27.3333  | 41   | 0.2706          |
| 0.0077        | 28.0     | 42   | 0.2726          |
| 0.0057        | 28.6667  | 43   | 0.2829          |
| 0.0063        | 29.3333  | 44   | 0.2975          |
| 0.0049        | 30.0     | 45   | 0.3123          |
| 0.0266        | 30.6667  | 46   | 0.3457          |
| 0.0029        | 31.3333  | 47   | 0.3873          |
| 0.0079        | 32.0     | 48   | 0.3586          |
| 0.0024        | 32.6667  | 49   | 0.3548          |
| 0.0024        | 33.3333  | 50   | 0.3479          |
| 0.0043        | 34.0     | 51   | 0.3543          |
| 0.001         | 34.6667  | 52   | 0.3563          |
| 0.0088        | 35.3333  | 53   | 0.3501          |
| 0.0008        | 36.0     | 54   | 0.3439          |
| 0.0025        | 36.6667  | 55   | 0.3281          |
| 0.0011        | 37.3333  | 56   | 0.3118          |
| 0.0025        | 38.0     | 57   | 0.2821          |
| 0.0009        | 38.6667  | 58   | 0.2753          |
| 0.0007        | 39.3333  | 59   | 0.2728          |
| 0.0037        | 40.0     | 60   | 0.2678          |
| 0.0007        | 40.6667  | 61   | 0.2694          |
| 0.0007        | 41.3333  | 62   | 0.2733          |
| 0.0006        | 42.0     | 63   | 0.2786          |
| 0.0008        | 42.6667  | 64   | 0.2866          |
| 0.0004        | 43.3333  | 65   | 0.2944          |
| 0.0009        | 44.0     | 66   | 0.2939          |
| 0.0005        | 44.6667  | 67   | 0.2976          |
| 0.0004        | 45.3333  | 68   | 0.2973          |
| 0.0008        | 46.0     | 69   | 0.2919          |
| 0.0002        | 46.6667  | 70   | 0.2854          |
| 0.0002        | 47.3333  | 71   | 0.2830          |
| 0.0001        | 48.0     | 72   | 0.2795          |
| 0.0001        | 48.6667  | 73   | 0.2784          |
| 0.0001        | 49.3333  | 74   | 0.2778          |
| 0.0001        | 50.0     | 75   | 0.2797          |
| 0.0001        | 50.6667  | 76   | 0.2794          |
| 0.0001        | 51.3333  | 77   | 0.2804          |
| 0.0001        | 52.0     | 78   | 0.2813          |
| 0.0001        | 52.6667  | 79   | 0.2823          |
| 0.0001        | 53.3333  | 80   | 0.2875          |
| 0.0001        | 54.0     | 81   | 0.2908          |
| 0.0001        | 54.6667  | 82   | 0.2953          |
| 0.0001        | 55.3333  | 83   | 0.2973          |
| 0.0001        | 56.0     | 84   | 0.2999          |
| 0.0001        | 56.6667  | 85   | 0.3030          |
| 0.0001        | 57.3333  | 86   | 0.3043          |
| 0.0001        | 58.0     | 87   | 0.3061          |
| 0.0001        | 58.6667  | 88   | 0.3073          |
| 0.0001        | 59.3333  | 89   | 0.3089          |
| 0.0001        | 60.0     | 90   | 0.3083          |
| 0.0001        | 60.6667  | 91   | 0.3032          |
| 0.0           | 61.3333  | 92   | 0.3028          |
| 0.0           | 62.0     | 93   | 0.3001          |
| 0.0           | 62.6667  | 94   | 0.2997          |
| 0.0           | 63.3333  | 95   | 0.2975          |
| 0.0           | 64.0     | 96   | 0.2991          |
| 0.0           | 64.6667  | 97   | 0.2969          |
| 0.0           | 65.3333  | 98   | 0.2976          |
| 0.0           | 66.0     | 99   | 0.2963          |
| 0.0           | 66.6667  | 100  | 0.2980          |
| 0.0           | 67.3333  | 101  | 0.2965          |
| 0.0           | 68.0     | 102  | 0.2968          |
| 0.0           | 68.6667  | 103  | 0.2971          |
| 0.0           | 69.3333  | 104  | 0.2958          |
| 0.0           | 70.0     | 105  | 0.2966          |
| 0.0           | 70.6667  | 106  | 0.2962          |
| 0.0           | 71.3333  | 107  | 0.2964          |
| 0.0           | 72.0     | 108  | 0.2967          |
| 0.0           | 72.6667  | 109  | 0.2985          |
| 0.0           | 73.3333  | 110  | 0.2980          |
| 0.0           | 74.0     | 111  | 0.2961          |
| 0.0           | 74.6667  | 112  | 0.2956          |
| 0.0           | 75.3333  | 113  | 0.2976          |
| 0.0           | 76.0     | 114  | 0.2946          |
| 0.0           | 76.6667  | 115  | 0.2961          |
| 0.0           | 77.3333  | 116  | 0.2969          |
| 0.0           | 78.0     | 117  | 0.2977          |
| 0.0           | 78.6667  | 118  | 0.2968          |
| 0.0           | 79.3333  | 119  | 0.2989          |
| 0.0           | 80.0     | 120  | 0.2996          |
| 0.0           | 80.6667  | 121  | 0.2970          |
| 0.0           | 81.3333  | 122  | 0.3008          |
| 0.0           | 82.0     | 123  | 0.2981          |
| 0.0           | 82.6667  | 124  | 0.2977          |
| 0.0           | 83.3333  | 125  | 0.2986          |
| 0.0           | 84.0     | 126  | 0.2997          |
| 0.0           | 84.6667  | 127  | 0.2980          |
| 0.0           | 85.3333  | 128  | 0.2997          |
| 0.0           | 86.0     | 129  | 0.2992          |
| 0.0           | 86.6667  | 130  | 0.2985          |
| 0.0           | 87.3333  | 131  | 0.3001          |
| 0.0           | 88.0     | 132  | 0.2994          |
| 0.0           | 88.6667  | 133  | 0.3002          |
| 0.0           | 89.3333  | 134  | 0.2980          |
| 0.0           | 90.0     | 135  | 0.2997          |
| 0.0           | 90.6667  | 136  | 0.2992          |
| 0.0           | 91.3333  | 137  | 0.2989          |
| 0.0           | 92.0     | 138  | 0.2996          |
| 0.0           | 92.6667  | 139  | 0.3013          |
| 0.0           | 93.3333  | 140  | 0.2990          |
| 0.0           | 94.0     | 141  | 0.2998          |
| 0.0           | 94.6667  | 142  | 0.2979          |
| 0.0           | 95.3333  | 143  | 0.3010          |
| 0.0           | 96.0     | 144  | 0.2998          |
| 0.0           | 96.6667  | 145  | 0.3021          |
| 0.0           | 97.3333  | 146  | 0.3003          |
| 0.0           | 98.0     | 147  | 0.3026          |
| 0.0           | 98.6667  | 148  | 0.3015          |
| 0.0           | 99.3333  | 149  | 0.3018          |
| 0.0           | 100.0    | 150  | 0.2995          |
| 0.0           | 100.6667 | 151  | 0.3006          |
| 0.0           | 101.3333 | 152  | 0.3013          |
| 0.0           | 102.0    | 153  | 0.3029          |
| 0.0           | 102.6667 | 154  | 0.3018          |
| 0.0           | 103.3333 | 155  | 0.3008          |
| 0.0           | 104.0    | 156  | 0.3003          |
| 0.0           | 104.6667 | 157  | 0.3034          |
| 0.0           | 105.3333 | 158  | 0.3029          |
| 0.0           | 106.0    | 159  | 0.3026          |
| 0.0           | 106.6667 | 160  | 0.3039          |
| 0.0           | 107.3333 | 161  | 0.3024          |
| 0.0           | 108.0    | 162  | 0.3029          |
| 0.0           | 108.6667 | 163  | 0.3047          |
| 0.0           | 109.3333 | 164  | 0.3017          |
| 0.0           | 110.0    | 165  | 0.3024          |
| 0.0           | 110.6667 | 166  | 0.3025          |
| 0.0           | 111.3333 | 167  | 0.3022          |
| 0.0           | 112.0    | 168  | 0.3039          |
| 0.0           | 112.6667 | 169  | 0.3027          |
| 0.0           | 113.3333 | 170  | 0.3031          |
| 0.0           | 114.0    | 171  | 0.3031          |
| 0.0           | 114.6667 | 172  | 0.3034          |
| 0.0           | 115.3333 | 173  | 0.3031          |
| 0.0           | 116.0    | 174  | 0.3025          |
| 0.0           | 116.6667 | 175  | 0.3036          |
| 0.0           | 117.3333 | 176  | 0.3033          |
| 0.0           | 118.0    | 177  | 0.3031          |
| 0.0           | 118.6667 | 178  | 0.3042          |
| 0.0           | 119.3333 | 179  | 0.3036          |
| 0.0           | 120.0    | 180  | 0.3047          |
| 0.0           | 120.6667 | 181  | 0.3043          |
| 0.0           | 121.3333 | 182  | 0.3036          |
| 0.0           | 122.0    | 183  | 0.3052          |
| 0.0           | 122.6667 | 184  | 0.3034          |
| 0.0           | 123.3333 | 185  | 0.3038          |
| 0.0           | 124.0    | 186  | 0.3048          |
| 0.0           | 124.6667 | 187  | 0.3049          |
| 0.0           | 125.3333 | 188  | 0.3032          |
| 0.0           | 126.0    | 189  | 0.3039          |
| 0.0           | 126.6667 | 190  | 0.3029          |
| 0.0           | 127.3333 | 191  | 0.3042          |
| 0.0           | 128.0    | 192  | 0.3031          |
| 0.0           | 128.6667 | 193  | 0.3060          |
| 0.0           | 129.3333 | 194  | 0.3050          |
| 0.0           | 130.0    | 195  | 0.3028          |
| 0.0           | 130.6667 | 196  | 0.3047          |
| 0.0           | 131.3333 | 197  | 0.3033          |
| 0.0           | 132.0    | 198  | 0.3044          |
| 0.0           | 132.6667 | 199  | 0.3048          |
| 0.0           | 133.3333 | 200  | 0.3050          |
| 0.0           | 134.0    | 201  | 0.3042          |
| 0.0           | 134.6667 | 202  | 0.3049          |
| 0.0           | 135.3333 | 203  | 0.3038          |
| 0.0           | 136.0    | 204  | 0.3048          |
| 0.0           | 136.6667 | 205  | 0.3062          |
| 0.0           | 137.3333 | 206  | 0.3053          |
| 0.0           | 138.0    | 207  | 0.3046          |
| 0.0           | 138.6667 | 208  | 0.3064          |
| 0.0           | 139.3333 | 209  | 0.3039          |
| 0.0           | 140.0    | 210  | 0.3051          |
| 0.0           | 140.6667 | 211  | 0.3059          |
| 0.0           | 141.3333 | 212  | 0.3062          |
| 0.0           | 142.0    | 213  | 0.3054          |
| 0.0           | 142.6667 | 214  | 0.3046          |
| 0.0           | 143.3333 | 215  | 0.3044          |
| 0.0           | 144.0    | 216  | 0.3055          |
| 0.0           | 144.6667 | 217  | 0.3071          |
| 0.0           | 145.3333 | 218  | 0.3065          |
| 0.0           | 146.0    | 219  | 0.3048          |
| 0.0           | 146.6667 | 220  | 0.3051          |
| 0.0           | 147.3333 | 221  | 0.3066          |
| 0.0           | 148.0    | 222  | 0.3069          |
| 0.0           | 148.6667 | 223  | 0.3070          |
| 0.0           | 149.3333 | 224  | 0.3069          |
| 0.0           | 150.0    | 225  | 0.3061          |
| 0.0           | 150.6667 | 226  | 0.3064          |
| 0.0           | 151.3333 | 227  | 0.3071          |
| 0.0           | 152.0    | 228  | 0.3076          |
| 0.0           | 152.6667 | 229  | 0.3074          |
| 0.0           | 153.3333 | 230  | 0.3082          |
| 0.0           | 154.0    | 231  | 0.3077          |
| 0.0           | 154.6667 | 232  | 0.3059          |
| 0.0           | 155.3333 | 233  | 0.3084          |
| 0.0           | 156.0    | 234  | 0.3066          |
| 0.0           | 156.6667 | 235  | 0.3076          |
| 0.0           | 157.3333 | 236  | 0.3093          |
| 0.0           | 158.0    | 237  | 0.3077          |
| 0.0           | 158.6667 | 238  | 0.3070          |
| 0.0           | 159.3333 | 239  | 0.3086          |
| 0.0           | 160.0    | 240  | 0.3084          |
| 0.0           | 160.6667 | 241  | 0.3080          |
| 0.0           | 161.3333 | 242  | 0.3079          |
| 0.0           | 162.0    | 243  | 0.3084          |
| 0.0           | 162.6667 | 244  | 0.3087          |
| 0.0           | 163.3333 | 245  | 0.3075          |
| 0.0           | 164.0    | 246  | 0.3082          |
| 0.0           | 164.6667 | 247  | 0.3096          |
| 0.0           | 165.3333 | 248  | 0.3086          |
| 0.0           | 166.0    | 249  | 0.3072          |
| 0.0           | 166.6667 | 250  | 0.3098          |
| 0.0           | 167.3333 | 251  | 0.3076          |
| 0.0           | 168.0    | 252  | 0.3093          |
| 0.0           | 168.6667 | 253  | 0.3085          |
| 0.0           | 169.3333 | 254  | 0.3091          |
| 0.0           | 170.0    | 255  | 0.3078          |
| 0.0           | 170.6667 | 256  | 0.3096          |
| 0.0           | 171.3333 | 257  | 0.3085          |
| 0.0           | 172.0    | 258  | 0.3087          |
| 0.0           | 172.6667 | 259  | 0.3084          |
| 0.0           | 173.3333 | 260  | 0.3088          |
| 0.0           | 174.0    | 261  | 0.3091          |
| 0.0           | 174.6667 | 262  | 0.3099          |
| 0.0           | 175.3333 | 263  | 0.3094          |
| 0.0           | 176.0    | 264  | 0.3094          |
| 0.0           | 176.6667 | 265  | 0.3094          |
| 0.0           | 177.3333 | 266  | 0.3085          |
| 0.0           | 178.0    | 267  | 0.3080          |
| 0.0           | 178.6667 | 268  | 0.3076          |
| 0.0           | 179.3333 | 269  | 0.3097          |
| 0.0           | 180.0    | 270  | 0.3104          |
| 0.0           | 180.6667 | 271  | 0.3087          |
| 0.0           | 181.3333 | 272  | 0.3086          |
| 0.0           | 182.0    | 273  | 0.3103          |
| 0.0           | 182.6667 | 274  | 0.3106          |
| 0.0           | 183.3333 | 275  | 0.3084          |
| 0.0           | 184.0    | 276  | 0.3114          |
| 0.0           | 184.6667 | 277  | 0.3095          |
| 0.0           | 185.3333 | 278  | 0.3103          |
| 0.0           | 186.0    | 279  | 0.3098          |
| 0.0           | 186.6667 | 280  | 0.3098          |
| 0.0           | 187.3333 | 281  | 0.3111          |
| 0.0           | 188.0    | 282  | 0.3115          |
| 0.0           | 188.6667 | 283  | 0.3114          |
| 0.0           | 189.3333 | 284  | 0.3098          |
| 0.0           | 190.0    | 285  | 0.3116          |
| 0.0           | 190.6667 | 286  | 0.3101          |
| 0.0           | 191.3333 | 287  | 0.3117          |
| 0.0           | 192.0    | 288  | 0.3093          |
| 0.0           | 192.6667 | 289  | 0.3126          |
| 0.0           | 193.3333 | 290  | 0.3124          |
| 0.0           | 194.0    | 291  | 0.3110          |
| 0.0           | 194.6667 | 292  | 0.3126          |
| 0.0           | 195.3333 | 293  | 0.3102          |
| 0.0           | 196.0    | 294  | 0.3112          |
| 0.0           | 196.6667 | 295  | 0.3116          |
| 0.0           | 197.3333 | 296  | 0.3119          |
| 0.0           | 198.0    | 297  | 0.3101          |
| 0.0           | 198.6667 | 298  | 0.3109          |
| 0.0           | 199.3333 | 299  | 0.3126          |
| 0.0           | 200.0    | 300  | 0.3111          |
| 0.0           | 200.6667 | 301  | 0.3124          |
| 0.0           | 201.3333 | 302  | 0.3126          |
| 0.0           | 202.0    | 303  | 0.3120          |
| 0.0           | 202.6667 | 304  | 0.3141          |
| 0.0           | 203.3333 | 305  | 0.3126          |
| 0.0           | 204.0    | 306  | 0.3139          |
| 0.0           | 204.6667 | 307  | 0.3117          |
| 0.0           | 205.3333 | 308  | 0.3134          |
| 0.0           | 206.0    | 309  | 0.3109          |
| 0.0           | 206.6667 | 310  | 0.3122          |
| 0.0           | 207.3333 | 311  | 0.3116          |
| 0.0           | 208.0    | 312  | 0.3126          |
| 0.0           | 208.6667 | 313  | 0.3127          |
| 0.0           | 209.3333 | 314  | 0.3130          |
| 0.0           | 210.0    | 315  | 0.3130          |
| 0.0           | 210.6667 | 316  | 0.3135          |
| 0.0           | 211.3333 | 317  | 0.3137          |
| 0.0           | 212.0    | 318  | 0.3119          |
| 0.0           | 212.6667 | 319  | 0.3133          |
| 0.0           | 213.3333 | 320  | 0.3131          |
| 0.0           | 214.0    | 321  | 0.3129          |
| 0.0           | 214.6667 | 322  | 0.3138          |
| 0.0           | 215.3333 | 323  | 0.3115          |
| 0.0           | 216.0    | 324  | 0.3109          |
| 0.0           | 216.6667 | 325  | 0.3123          |
| 0.0           | 217.3333 | 326  | 0.3123          |
| 0.0           | 218.0    | 327  | 0.3136          |
| 0.0           | 218.6667 | 328  | 0.3135          |
| 0.0           | 219.3333 | 329  | 0.3150          |
| 0.0           | 220.0    | 330  | 0.3123          |
| 0.0           | 220.6667 | 331  | 0.3131          |
| 0.0           | 221.3333 | 332  | 0.3137          |
| 0.0           | 222.0    | 333  | 0.3150          |
| 0.0           | 222.6667 | 334  | 0.3152          |
| 0.0           | 223.3333 | 335  | 0.3121          |
| 0.0           | 224.0    | 336  | 0.3167          |
| 0.0           | 224.6667 | 337  | 0.3146          |
| 0.0           | 225.3333 | 338  | 0.3144          |
| 0.0           | 226.0    | 339  | 0.3148          |
| 0.0           | 226.6667 | 340  | 0.3138          |
| 0.0           | 227.3333 | 341  | 0.3138          |
| 0.0           | 228.0    | 342  | 0.3155          |
| 0.0           | 228.6667 | 343  | 0.3155          |
| 0.0           | 229.3333 | 344  | 0.3157          |
| 0.0           | 230.0    | 345  | 0.3137          |
| 0.0           | 230.6667 | 346  | 0.3144          |
| 0.0           | 231.3333 | 347  | 0.3150          |
| 0.0           | 232.0    | 348  | 0.3142          |
| 0.0           | 232.6667 | 349  | 0.3142          |
| 0.0           | 233.3333 | 350  | 0.3155          |
| 0.0           | 234.0    | 351  | 0.3134          |
| 0.0           | 234.6667 | 352  | 0.3156          |
| 0.0           | 235.3333 | 353  | 0.3141          |
| 0.0           | 236.0    | 354  | 0.3152          |
| 0.0           | 236.6667 | 355  | 0.3144          |
| 0.0           | 237.3333 | 356  | 0.3132          |
| 0.0           | 238.0    | 357  | 0.3140          |
| 0.0           | 238.6667 | 358  | 0.3148          |
| 0.0           | 239.3333 | 359  | 0.3151          |
| 0.0           | 240.0    | 360  | 0.3154          |
| 0.0           | 240.6667 | 361  | 0.3170          |
| 0.0           | 241.3333 | 362  | 0.3150          |
| 0.0           | 242.0    | 363  | 0.3159          |
| 0.0           | 242.6667 | 364  | 0.3153          |
| 0.0           | 243.3333 | 365  | 0.3166          |
| 0.0           | 244.0    | 366  | 0.3156          |
| 0.0           | 244.6667 | 367  | 0.3149          |
| 0.0           | 245.3333 | 368  | 0.3173          |
| 0.0           | 246.0    | 369  | 0.3147          |
| 0.0           | 246.6667 | 370  | 0.3174          |
| 0.0           | 247.3333 | 371  | 0.3174          |
| 0.0           | 248.0    | 372  | 0.3178          |
| 0.0           | 248.6667 | 373  | 0.3150          |
| 0.0           | 249.3333 | 374  | 0.3162          |
| 0.0           | 250.0    | 375  | 0.3142          |
| 0.0           | 250.6667 | 376  | 0.3158          |
| 0.0           | 251.3333 | 377  | 0.3149          |
| 0.0           | 252.0    | 378  | 0.3170          |
| 0.0           | 252.6667 | 379  | 0.3155          |
| 0.0           | 253.3333 | 380  | 0.3154          |
| 0.0           | 254.0    | 381  | 0.3134          |
| 0.0           | 254.6667 | 382  | 0.3141          |
| 0.0           | 255.3333 | 383  | 0.3160          |
| 0.0           | 256.0    | 384  | 0.3176          |
| 0.0           | 256.6667 | 385  | 0.3175          |
| 0.0           | 257.3333 | 386  | 0.3163          |
| 0.0           | 258.0    | 387  | 0.3193          |
| 0.0           | 258.6667 | 388  | 0.3181          |
| 0.0           | 259.3333 | 389  | 0.3156          |
| 0.0           | 260.0    | 390  | 0.3172          |
| 0.0           | 260.6667 | 391  | 0.3165          |
| 0.0           | 261.3333 | 392  | 0.3165          |
| 0.0           | 262.0    | 393  | 0.3161          |
| 0.0           | 262.6667 | 394  | 0.3166          |
| 0.0           | 263.3333 | 395  | 0.3148          |
| 0.0           | 264.0    | 396  | 0.3170          |
| 0.0           | 264.6667 | 397  | 0.3141          |
| 0.0           | 265.3333 | 398  | 0.3172          |
| 0.0           | 266.0    | 399  | 0.3169          |
| 0.0           | 266.6667 | 400  | 0.3160          |
| 0.0           | 267.3333 | 401  | 0.3164          |
| 0.0           | 268.0    | 402  | 0.3170          |
| 0.0           | 268.6667 | 403  | 0.3161          |
| 0.0           | 269.3333 | 404  | 0.3151          |
| 0.0           | 270.0    | 405  | 0.3163          |
| 0.0           | 270.6667 | 406  | 0.3164          |
| 0.0           | 271.3333 | 407  | 0.3168          |
| 0.0           | 272.0    | 408  | 0.3167          |
| 0.0           | 272.6667 | 409  | 0.3174          |
| 0.0           | 273.3333 | 410  | 0.3144          |
| 0.0           | 274.0    | 411  | 0.3146          |
| 0.0           | 274.6667 | 412  | 0.3181          |
| 0.0           | 275.3333 | 413  | 0.3166          |
| 0.0           | 276.0    | 414  | 0.3172          |
| 0.0           | 276.6667 | 415  | 0.3157          |
| 0.0           | 277.3333 | 416  | 0.3180          |
| 0.0           | 278.0    | 417  | 0.3170          |
| 0.0           | 278.6667 | 418  | 0.3160          |
| 0.0           | 279.3333 | 419  | 0.3163          |
| 0.0           | 280.0    | 420  | 0.3171          |
| 0.0           | 280.6667 | 421  | 0.3161          |
| 0.0           | 281.3333 | 422  | 0.3157          |
| 0.0           | 282.0    | 423  | 0.3161          |
| 0.0           | 282.6667 | 424  | 0.3171          |
| 0.0           | 283.3333 | 425  | 0.3164          |
| 0.0           | 284.0    | 426  | 0.3169          |
| 0.0           | 284.6667 | 427  | 0.3167          |
| 0.0           | 285.3333 | 428  | 0.3183          |
| 0.0           | 286.0    | 429  | 0.3180          |
| 0.0           | 286.6667 | 430  | 0.3169          |
| 0.0           | 287.3333 | 431  | 0.3182          |
| 0.0           | 288.0    | 432  | 0.3163          |
| 0.0           | 288.6667 | 433  | 0.3169          |
| 0.0           | 289.3333 | 434  | 0.3178          |
| 0.0           | 290.0    | 435  | 0.3191          |
| 0.0           | 290.6667 | 436  | 0.3200          |
| 0.0           | 291.3333 | 437  | 0.3174          |
| 0.0           | 292.0    | 438  | 0.3143          |
| 0.0           | 292.6667 | 439  | 0.3178          |
| 0.0           | 293.3333 | 440  | 0.3162          |
| 0.0           | 294.0    | 441  | 0.3178          |
| 0.0           | 294.6667 | 442  | 0.3168          |
| 0.0           | 295.3333 | 443  | 0.3184          |
| 0.0           | 296.0    | 444  | 0.3160          |
| 0.0           | 296.6667 | 445  | 0.3168          |
| 0.0           | 297.3333 | 446  | 0.3171          |
| 0.0           | 298.0    | 447  | 0.3159          |
| 0.0           | 298.6667 | 448  | 0.3170          |
| 0.0           | 299.3333 | 449  | 0.3172          |
| 0.0           | 300.0    | 450  | 0.3182          |
| 0.0           | 300.6667 | 451  | 0.3173          |
| 0.0           | 301.3333 | 452  | 0.3158          |
| 0.0           | 302.0    | 453  | 0.3178          |
| 0.0           | 302.6667 | 454  | 0.3166          |
| 0.0           | 303.3333 | 455  | 0.3167          |
| 0.0           | 304.0    | 456  | 0.3151          |
| 0.0           | 304.6667 | 457  | 0.3179          |
| 0.0           | 305.3333 | 458  | 0.3174          |
| 0.0           | 306.0    | 459  | 0.3162          |
| 0.0           | 306.6667 | 460  | 0.3175          |
| 0.0           | 307.3333 | 461  | 0.3179          |
| 0.0           | 308.0    | 462  | 0.3151          |
| 0.0           | 308.6667 | 463  | 0.3167          |
| 0.0           | 309.3333 | 464  | 0.3176          |
| 0.0           | 310.0    | 465  | 0.3169          |
| 0.0           | 310.6667 | 466  | 0.3188          |
| 0.0           | 311.3333 | 467  | 0.3176          |
| 0.0           | 312.0    | 468  | 0.3171          |
| 0.0           | 312.6667 | 469  | 0.3182          |
| 0.0           | 313.3333 | 470  | 0.3176          |
| 0.0           | 314.0    | 471  | 0.3171          |
| 0.0           | 314.6667 | 472  | 0.3183          |
| 0.0           | 315.3333 | 473  | 0.3165          |
| 0.0           | 316.0    | 474  | 0.3170          |
| 0.0           | 316.6667 | 475  | 0.3171          |
| 0.0           | 317.3333 | 476  | 0.3166          |
| 0.0           | 318.0    | 477  | 0.3175          |
| 0.0           | 318.6667 | 478  | 0.3153          |
| 0.0           | 319.3333 | 479  | 0.3180          |
| 0.0           | 320.0    | 480  | 0.3160          |
| 0.0           | 320.6667 | 481  | 0.3191          |
| 0.0           | 321.3333 | 482  | 0.3165          |
| 0.0           | 322.0    | 483  | 0.3182          |
| 0.0           | 322.6667 | 484  | 0.3166          |
| 0.0           | 323.3333 | 485  | 0.3171          |
| 0.0           | 324.0    | 486  | 0.3207          |
| 0.0           | 324.6667 | 487  | 0.3165          |
| 0.0           | 325.3333 | 488  | 0.3172          |
| 0.0           | 326.0    | 489  | 0.3182          |
| 0.0           | 326.6667 | 490  | 0.3175          |
| 0.0           | 327.3333 | 491  | 0.3192          |
| 0.0           | 328.0    | 492  | 0.3174          |
| 0.0           | 328.6667 | 493  | 0.3166          |
| 0.0           | 329.3333 | 494  | 0.3156          |
| 0.0           | 330.0    | 495  | 0.3172          |
| 0.0           | 330.6667 | 496  | 0.3163          |
| 0.0           | 331.3333 | 497  | 0.3169          |
| 0.0           | 332.0    | 498  | 0.3166          |
| 0.0           | 332.6667 | 499  | 0.3185          |
| 0.0           | 333.3333 | 500  | 0.3169          |
| 0.0           | 334.0    | 501  | 0.3188          |
| 0.0           | 334.6667 | 502  | 0.3182          |
| 0.0           | 335.3333 | 503  | 0.3171          |
| 0.0           | 336.0    | 504  | 0.3195          |
| 0.0           | 336.6667 | 505  | 0.3167          |
| 0.0           | 337.3333 | 506  | 0.3169          |
| 0.0           | 338.0    | 507  | 0.3189          |
| 0.0           | 338.6667 | 508  | 0.3183          |
| 0.0           | 339.3333 | 509  | 0.3170          |
| 0.0           | 340.0    | 510  | 0.3185          |
| 0.0           | 340.6667 | 511  | 0.3178          |
| 0.0           | 341.3333 | 512  | 0.3177          |
| 0.0           | 342.0    | 513  | 0.3174          |
| 0.0           | 342.6667 | 514  | 0.3177          |
| 0.0           | 343.3333 | 515  | 0.3165          |
| 0.0           | 344.0    | 516  | 0.3175          |
| 0.0           | 344.6667 | 517  | 0.3177          |
| 0.0           | 345.3333 | 518  | 0.3186          |
| 0.0           | 346.0    | 519  | 0.3170          |
| 0.0           | 346.6667 | 520  | 0.3188          |
| 0.0           | 347.3333 | 521  | 0.3183          |
| 0.0           | 348.0    | 522  | 0.3168          |
| 0.0           | 348.6667 | 523  | 0.3161          |
| 0.0           | 349.3333 | 524  | 0.3166          |
| 0.0           | 350.0    | 525  | 0.3178          |
| 0.0           | 350.6667 | 526  | 0.3185          |
| 0.0           | 351.3333 | 527  | 0.3189          |
| 0.0           | 352.0    | 528  | 0.3176          |
| 0.0           | 352.6667 | 529  | 0.3162          |
| 0.0           | 353.3333 | 530  | 0.3166          |
| 0.0           | 354.0    | 531  | 0.3158          |
| 0.0           | 354.6667 | 532  | 0.3177          |
| 0.0           | 355.3333 | 533  | 0.3192          |
| 0.0           | 356.0    | 534  | 0.3179          |
| 0.0           | 356.6667 | 535  | 0.3181          |
| 0.0           | 357.3333 | 536  | 0.3178          |
| 0.0           | 358.0    | 537  | 0.3174          |
| 0.0           | 358.6667 | 538  | 0.3187          |
| 0.0           | 359.3333 | 539  | 0.3185          |
| 0.0           | 360.0    | 540  | 0.3176          |
| 0.0           | 360.6667 | 541  | 0.3172          |
| 0.0           | 361.3333 | 542  | 0.3177          |
| 0.0           | 362.0    | 543  | 0.3184          |
| 0.0           | 362.6667 | 544  | 0.3174          |
| 0.0           | 363.3333 | 545  | 0.3180          |
| 0.0           | 364.0    | 546  | 0.3166          |
| 0.0           | 364.6667 | 547  | 0.3185          |
| 0.0           | 365.3333 | 548  | 0.3184          |
| 0.0           | 366.0    | 549  | 0.3170          |
| 0.0           | 366.6667 | 550  | 0.3176          |
| 0.0           | 367.3333 | 551  | 0.3188          |
| 0.0           | 368.0    | 552  | 0.3159          |
| 0.0           | 368.6667 | 553  | 0.3187          |
| 0.0           | 369.3333 | 554  | 0.3168          |
| 0.0           | 370.0    | 555  | 0.3172          |
| 0.0           | 370.6667 | 556  | 0.3182          |
| 0.0           | 371.3333 | 557  | 0.3196          |
| 0.0           | 372.0    | 558  | 0.3187          |
| 0.0           | 372.6667 | 559  | 0.3176          |
| 0.0           | 373.3333 | 560  | 0.3163          |
| 0.0           | 374.0    | 561  | 0.3194          |
| 0.0           | 374.6667 | 562  | 0.3178          |
| 0.0           | 375.3333 | 563  | 0.3198          |
| 0.0           | 376.0    | 564  | 0.3162          |
| 0.0           | 376.6667 | 565  | 0.3179          |
| 0.0           | 377.3333 | 566  | 0.3190          |
| 0.0           | 378.0    | 567  | 0.3197          |
| 0.0           | 378.6667 | 568  | 0.3174          |
| 0.0           | 379.3333 | 569  | 0.3162          |
| 0.0           | 380.0    | 570  | 0.3198          |
| 0.0           | 380.6667 | 571  | 0.3198          |
| 0.0           | 381.3333 | 572  | 0.3173          |
| 0.0           | 382.0    | 573  | 0.3167          |
| 0.0           | 382.6667 | 574  | 0.3163          |
| 0.0           | 383.3333 | 575  | 0.3168          |
| 0.0           | 384.0    | 576  | 0.3204          |
| 0.0           | 384.6667 | 577  | 0.3167          |
| 0.0           | 385.3333 | 578  | 0.3152          |
| 0.0           | 386.0    | 579  | 0.3184          |
| 0.0           | 386.6667 | 580  | 0.3176          |
| 0.0           | 387.3333 | 581  | 0.3171          |
| 0.0           | 388.0    | 582  | 0.3166          |
| 0.0           | 388.6667 | 583  | 0.3177          |
| 0.0           | 389.3333 | 584  | 0.3171          |
| 0.0           | 390.0    | 585  | 0.3165          |
| 0.0           | 390.6667 | 586  | 0.3183          |
| 0.0           | 391.3333 | 587  | 0.3169          |
| 0.0           | 392.0    | 588  | 0.3154          |
| 0.0           | 392.6667 | 589  | 0.3167          |
| 0.0           | 393.3333 | 590  | 0.3169          |
| 0.0           | 394.0    | 591  | 0.3189          |
| 0.0           | 394.6667 | 592  | 0.3171          |
| 0.0           | 395.3333 | 593  | 0.3178          |
| 0.0           | 396.0    | 594  | 0.3175          |
| 0.0           | 396.6667 | 595  | 0.3161          |
| 0.0           | 397.3333 | 596  | 0.3168          |
| 0.0           | 398.0    | 597  | 0.3169          |
| 0.0           | 398.6667 | 598  | 0.3189          |
| 0.0           | 399.3333 | 599  | 0.3178          |
| 0.0           | 400.0    | 600  | 0.3173          |
| 0.0           | 400.6667 | 601  | 0.3177          |
| 0.0           | 401.3333 | 602  | 0.3170          |
| 0.0           | 402.0    | 603  | 0.3180          |
| 0.0           | 402.6667 | 604  | 0.3179          |
| 0.0           | 403.3333 | 605  | 0.3157          |
| 0.0           | 404.0    | 606  | 0.3177          |
| 0.0           | 404.6667 | 607  | 0.3180          |
| 0.0           | 405.3333 | 608  | 0.3177          |
| 0.0           | 406.0    | 609  | 0.3185          |
| 0.0           | 406.6667 | 610  | 0.3179          |
| 0.0           | 407.3333 | 611  | 0.3172          |
| 0.0           | 408.0    | 612  | 0.3173          |
| 0.0           | 408.6667 | 613  | 0.3181          |
| 0.0           | 409.3333 | 614  | 0.3154          |
| 0.0           | 410.0    | 615  | 0.3196          |
| 0.0           | 410.6667 | 616  | 0.3192          |
| 0.0           | 411.3333 | 617  | 0.3182          |
| 0.0           | 412.0    | 618  | 0.3191          |
| 0.0           | 412.6667 | 619  | 0.3177          |
| 0.0           | 413.3333 | 620  | 0.3186          |
| 0.0           | 414.0    | 621  | 0.3167          |
| 0.0           | 414.6667 | 622  | 0.3175          |
| 0.0           | 415.3333 | 623  | 0.3175          |
| 0.0           | 416.0    | 624  | 0.3172          |
| 0.0           | 416.6667 | 625  | 0.3193          |
| 0.0           | 417.3333 | 626  | 0.3173          |
| 0.0           | 418.0    | 627  | 0.3186          |
| 0.0           | 418.6667 | 628  | 0.3183          |
| 0.0           | 419.3333 | 629  | 0.3175          |
| 0.0           | 420.0    | 630  | 0.3184          |
| 0.0           | 420.6667 | 631  | 0.3182          |
| 0.0           | 421.3333 | 632  | 0.3181          |
| 0.0           | 422.0    | 633  | 0.3171          |
| 0.0           | 422.6667 | 634  | 0.3171          |
| 0.0           | 423.3333 | 635  | 0.3172          |
| 0.0           | 424.0    | 636  | 0.3190          |
| 0.0           | 424.6667 | 637  | 0.3179          |
| 0.0           | 425.3333 | 638  | 0.3168          |
| 0.0           | 426.0    | 639  | 0.3190          |
| 0.0           | 426.6667 | 640  | 0.3195          |
| 0.0           | 427.3333 | 641  | 0.3174          |
| 0.0           | 428.0    | 642  | 0.3193          |
| 0.0           | 428.6667 | 643  | 0.3177          |
| 0.0           | 429.3333 | 644  | 0.3184          |
| 0.0           | 430.0    | 645  | 0.3175          |
| 0.0           | 430.6667 | 646  | 0.3186          |
| 0.0           | 431.3333 | 647  | 0.3171          |
| 0.0           | 432.0    | 648  | 0.3177          |
| 0.0           | 432.6667 | 649  | 0.3172          |
| 0.0           | 433.3333 | 650  | 0.3181          |
| 0.0           | 434.0    | 651  | 0.3193          |
| 0.0           | 434.6667 | 652  | 0.3176          |
| 0.0           | 435.3333 | 653  | 0.3185          |
| 0.0           | 436.0    | 654  | 0.3180          |
| 0.0           | 436.6667 | 655  | 0.3193          |
| 0.0           | 437.3333 | 656  | 0.3186          |
| 0.0           | 438.0    | 657  | 0.3158          |
| 0.0           | 438.6667 | 658  | 0.3183          |
| 0.0           | 439.3333 | 659  | 0.3195          |
| 0.0           | 440.0    | 660  | 0.3179          |
| 0.0           | 440.6667 | 661  | 0.3178          |
| 0.0           | 441.3333 | 662  | 0.3184          |
| 0.0           | 442.0    | 663  | 0.3180          |
| 0.0           | 442.6667 | 664  | 0.3180          |
| 0.0           | 443.3333 | 665  | 0.3162          |
| 0.0           | 444.0    | 666  | 0.3172          |
| 0.0           | 444.6667 | 667  | 0.3171          |
| 0.0           | 445.3333 | 668  | 0.3198          |
| 0.0           | 446.0    | 669  | 0.3179          |
| 0.0           | 446.6667 | 670  | 0.3187          |
| 0.0           | 447.3333 | 671  | 0.3172          |
| 0.0           | 448.0    | 672  | 0.3175          |
| 0.0           | 448.6667 | 673  | 0.3174          |
| 0.0           | 449.3333 | 674  | 0.3171          |
| 0.0           | 450.0    | 675  | 0.3180          |
| 0.0           | 450.6667 | 676  | 0.3181          |
| 0.0           | 451.3333 | 677  | 0.3176          |
| 0.0           | 452.0    | 678  | 0.3161          |
| 0.0           | 452.6667 | 679  | 0.3184          |
| 0.0           | 453.3333 | 680  | 0.3159          |
| 0.0           | 454.0    | 681  | 0.3186          |
| 0.0           | 454.6667 | 682  | 0.3167          |
| 0.0           | 455.3333 | 683  | 0.3180          |
| 0.0           | 456.0    | 684  | 0.3185          |
| 0.0           | 456.6667 | 685  | 0.3184          |
| 0.0           | 457.3333 | 686  | 0.3175          |
| 0.0           | 458.0    | 687  | 0.3178          |
| 0.0           | 458.6667 | 688  | 0.3179          |
| 0.0           | 459.3333 | 689  | 0.3156          |
| 0.0           | 460.0    | 690  | 0.3174          |
| 0.0           | 460.6667 | 691  | 0.3182          |
| 0.0           | 461.3333 | 692  | 0.3197          |
| 0.0           | 462.0    | 693  | 0.3186          |
| 0.0           | 462.6667 | 694  | 0.3192          |
| 0.0           | 463.3333 | 695  | 0.3186          |
| 0.0           | 464.0    | 696  | 0.3168          |
| 0.0           | 464.6667 | 697  | 0.3184          |
| 0.0           | 465.3333 | 698  | 0.3209          |
| 0.0           | 466.0    | 699  | 0.3195          |
| 0.0           | 466.6667 | 700  | 0.3173          |
| 0.0           | 467.3333 | 701  | 0.3174          |
| 0.0           | 468.0    | 702  | 0.3157          |
| 0.0           | 468.6667 | 703  | 0.3187          |
| 0.0           | 469.3333 | 704  | 0.3183          |
| 0.0           | 470.0    | 705  | 0.3181          |
| 0.0           | 470.6667 | 706  | 0.3169          |
| 0.0           | 471.3333 | 707  | 0.3194          |
| 0.0           | 472.0    | 708  | 0.3177          |
| 0.0           | 472.6667 | 709  | 0.3185          |
| 0.0           | 473.3333 | 710  | 0.3196          |
| 0.0           | 474.0    | 711  | 0.3174          |
| 0.0           | 474.6667 | 712  | 0.3170          |
| 0.0           | 475.3333 | 713  | 0.3192          |
| 0.0           | 476.0    | 714  | 0.3181          |
| 0.0           | 476.6667 | 715  | 0.3184          |
| 0.0           | 477.3333 | 716  | 0.3158          |
| 0.0           | 478.0    | 717  | 0.3176          |
| 0.0           | 478.6667 | 718  | 0.3171          |
| 0.0           | 479.3333 | 719  | 0.3173          |
| 0.0           | 480.0    | 720  | 0.3177          |
| 0.0           | 480.6667 | 721  | 0.3183          |
| 0.0           | 481.3333 | 722  | 0.3169          |
| 0.0           | 482.0    | 723  | 0.3165          |
| 0.0           | 482.6667 | 724  | 0.3175          |
| 0.0           | 483.3333 | 725  | 0.3169          |
| 0.0           | 484.0    | 726  | 0.3166          |
| 0.0           | 484.6667 | 727  | 0.3166          |
| 0.0           | 485.3333 | 728  | 0.3190          |
| 0.0           | 486.0    | 729  | 0.3188          |
| 0.0           | 486.6667 | 730  | 0.3170          |
| 0.0           | 487.3333 | 731  | 0.3180          |
| 0.0           | 488.0    | 732  | 0.3182          |
| 0.0           | 488.6667 | 733  | 0.3166          |
| 0.0           | 489.3333 | 734  | 0.3183          |
| 0.0           | 490.0    | 735  | 0.3164          |
| 0.0           | 490.6667 | 736  | 0.3180          |
| 0.0           | 491.3333 | 737  | 0.3166          |
| 0.0           | 492.0    | 738  | 0.3190          |
| 0.0           | 492.6667 | 739  | 0.3174          |
| 0.0           | 493.3333 | 740  | 0.3168          |
| 0.0           | 494.0    | 741  | 0.3172          |
| 0.0           | 494.6667 | 742  | 0.3157          |
| 0.0           | 495.3333 | 743  | 0.3177          |
| 0.0           | 496.0    | 744  | 0.3172          |
| 0.0           | 496.6667 | 745  | 0.3180          |
| 0.0           | 497.3333 | 746  | 0.3175          |
| 0.0           | 498.0    | 747  | 0.3178          |
| 0.0           | 498.6667 | 748  | 0.3185          |
| 0.0           | 499.3333 | 749  | 0.3174          |
| 0.0           | 500.0    | 750  | 0.3185          |
| 0.0           | 500.6667 | 751  | 0.3172          |
| 0.0           | 501.3333 | 752  | 0.3159          |
| 0.0           | 502.0    | 753  | 0.3194          |
| 0.0           | 502.6667 | 754  | 0.3190          |
| 0.0           | 503.3333 | 755  | 0.3169          |
| 0.0           | 504.0    | 756  | 0.3166          |
| 0.0           | 504.6667 | 757  | 0.3174          |
| 0.0           | 505.3333 | 758  | 0.3148          |
| 0.0           | 506.0    | 759  | 0.3168          |
| 0.0           | 506.6667 | 760  | 0.3177          |
| 0.0           | 507.3333 | 761  | 0.3176          |
| 0.0           | 508.0    | 762  | 0.3176          |
| 0.0           | 508.6667 | 763  | 0.3189          |
| 0.0           | 509.3333 | 764  | 0.3184          |
| 0.0           | 510.0    | 765  | 0.3202          |
| 0.0           | 510.6667 | 766  | 0.3151          |
| 0.0           | 511.3333 | 767  | 0.3177          |
| 0.0           | 512.0    | 768  | 0.3188          |
| 0.0           | 512.6667 | 769  | 0.3171          |
| 0.0           | 513.3333 | 770  | 0.3178          |
| 0.0           | 514.0    | 771  | 0.3189          |
| 0.0           | 514.6667 | 772  | 0.3175          |
| 0.0           | 515.3333 | 773  | 0.3174          |
| 0.0           | 516.0    | 774  | 0.3169          |
| 0.0           | 516.6667 | 775  | 0.3193          |
| 0.0           | 517.3333 | 776  | 0.3184          |
| 0.0           | 518.0    | 777  | 0.3177          |
| 0.0           | 518.6667 | 778  | 0.3177          |
| 0.0           | 519.3333 | 779  | 0.3195          |
| 0.0           | 520.0    | 780  | 0.3188          |
| 0.0           | 520.6667 | 781  | 0.3179          |
| 0.0           | 521.3333 | 782  | 0.3163          |
| 0.0           | 522.0    | 783  | 0.3161          |
| 0.0           | 522.6667 | 784  | 0.3173          |
| 0.0           | 523.3333 | 785  | 0.3174          |
| 0.0           | 524.0    | 786  | 0.3186          |
| 0.0           | 524.6667 | 787  | 0.3177          |
| 0.0           | 525.3333 | 788  | 0.3182          |
| 0.0           | 526.0    | 789  | 0.3167          |
| 0.0           | 526.6667 | 790  | 0.3172          |
| 0.0           | 527.3333 | 791  | 0.3180          |
| 0.0           | 528.0    | 792  | 0.3166          |
| 0.0           | 528.6667 | 793  | 0.3177          |
| 0.0           | 529.3333 | 794  | 0.3163          |
| 0.0           | 530.0    | 795  | 0.3175          |
| 0.0           | 530.6667 | 796  | 0.3192          |
| 0.0           | 531.3333 | 797  | 0.3199          |
| 0.0           | 532.0    | 798  | 0.3194          |
| 0.0           | 532.6667 | 799  | 0.3171          |
| 0.0           | 533.3333 | 800  | 0.3178          |
| 0.0           | 534.0    | 801  | 0.3178          |
| 0.0           | 534.6667 | 802  | 0.3170          |
| 0.0           | 535.3333 | 803  | 0.3172          |
| 0.0           | 536.0    | 804  | 0.3199          |
| 0.0           | 536.6667 | 805  | 0.3177          |
| 0.0           | 537.3333 | 806  | 0.3170          |
| 0.0           | 538.0    | 807  | 0.3166          |
| 0.0           | 538.6667 | 808  | 0.3159          |
| 0.0           | 539.3333 | 809  | 0.3177          |
| 0.0           | 540.0    | 810  | 0.3181          |
| 0.0           | 540.6667 | 811  | 0.3184          |
| 0.0           | 541.3333 | 812  | 0.3183          |
| 0.0           | 542.0    | 813  | 0.3175          |
| 0.0           | 542.6667 | 814  | 0.3174          |
| 0.0           | 543.3333 | 815  | 0.3183          |
| 0.0           | 544.0    | 816  | 0.3171          |
| 0.0           | 544.6667 | 817  | 0.3180          |
| 0.0           | 545.3333 | 818  | 0.3200          |
| 0.0           | 546.0    | 819  | 0.3165          |
| 0.0           | 546.6667 | 820  | 0.3168          |
| 0.0           | 547.3333 | 821  | 0.3175          |
| 0.0           | 548.0    | 822  | 0.3173          |
| 0.0           | 548.6667 | 823  | 0.3187          |
| 0.0           | 549.3333 | 824  | 0.3181          |
| 0.0           | 550.0    | 825  | 0.3178          |
| 0.0           | 550.6667 | 826  | 0.3176          |
| 0.0           | 551.3333 | 827  | 0.3191          |
| 0.0           | 552.0    | 828  | 0.3174          |
| 0.0           | 552.6667 | 829  | 0.3178          |
| 0.0           | 553.3333 | 830  | 0.3186          |
| 0.0           | 554.0    | 831  | 0.3167          |
| 0.0           | 554.6667 | 832  | 0.3166          |
| 0.0           | 555.3333 | 833  | 0.3161          |
| 0.0           | 556.0    | 834  | 0.3190          |
| 0.0           | 556.6667 | 835  | 0.3196          |
| 0.0           | 557.3333 | 836  | 0.3190          |
| 0.0           | 558.0    | 837  | 0.3183          |
| 0.0           | 558.6667 | 838  | 0.3178          |
| 0.0           | 559.3333 | 839  | 0.3184          |
| 0.0           | 560.0    | 840  | 0.3164          |
| 0.0           | 560.6667 | 841  | 0.3177          |
| 0.0           | 561.3333 | 842  | 0.3203          |
| 0.0           | 562.0    | 843  | 0.3187          |
| 0.0           | 562.6667 | 844  | 0.3188          |
| 0.0           | 563.3333 | 845  | 0.3179          |
| 0.0           | 564.0    | 846  | 0.3180          |
| 0.0           | 564.6667 | 847  | 0.3178          |
| 0.0           | 565.3333 | 848  | 0.3168          |
| 0.0           | 566.0    | 849  | 0.3182          |
| 0.0           | 566.6667 | 850  | 0.3191          |
| 0.0           | 567.3333 | 851  | 0.3186          |
| 0.0           | 568.0    | 852  | 0.3162          |
| 0.0           | 568.6667 | 853  | 0.3183          |
| 0.0           | 569.3333 | 854  | 0.3173          |
| 0.0           | 570.0    | 855  | 0.3193          |
| 0.0           | 570.6667 | 856  | 0.3193          |
| 0.0           | 571.3333 | 857  | 0.3180          |
| 0.0           | 572.0    | 858  | 0.3179          |
| 0.0           | 572.6667 | 859  | 0.3170          |
| 0.0           | 573.3333 | 860  | 0.3183          |
| 0.0           | 574.0    | 861  | 0.3200          |
| 0.0           | 574.6667 | 862  | 0.3170          |
| 0.0           | 575.3333 | 863  | 0.3190          |
| 0.0           | 576.0    | 864  | 0.3178          |
| 0.0           | 576.6667 | 865  | 0.3183          |
| 0.0           | 577.3333 | 866  | 0.3183          |
| 0.0           | 578.0    | 867  | 0.3172          |
| 0.0           | 578.6667 | 868  | 0.3192          |
| 0.0           | 579.3333 | 869  | 0.3197          |
| 0.0           | 580.0    | 870  | 0.3163          |
| 0.0           | 580.6667 | 871  | 0.3178          |
| 0.0           | 581.3333 | 872  | 0.3167          |
| 0.0           | 582.0    | 873  | 0.3196          |
| 0.0           | 582.6667 | 874  | 0.3188          |
| 0.0           | 583.3333 | 875  | 0.3181          |
| 0.0           | 584.0    | 876  | 0.3182          |
| 0.0           | 584.6667 | 877  | 0.3187          |
| 0.0           | 585.3333 | 878  | 0.3208          |
| 0.0           | 586.0    | 879  | 0.3174          |
| 0.0           | 586.6667 | 880  | 0.3189          |
| 0.0           | 587.3333 | 881  | 0.3172          |
| 0.0           | 588.0    | 882  | 0.3187          |
| 0.0           | 588.6667 | 883  | 0.3177          |
| 0.0           | 589.3333 | 884  | 0.3179          |
| 0.0           | 590.0    | 885  | 0.3177          |
| 0.0           | 590.6667 | 886  | 0.3178          |
| 0.0           | 591.3333 | 887  | 0.3176          |
| 0.0           | 592.0    | 888  | 0.3166          |
| 0.0           | 592.6667 | 889  | 0.3169          |
| 0.0           | 593.3333 | 890  | 0.3176          |
| 0.0           | 594.0    | 891  | 0.3183          |
| 0.0           | 594.6667 | 892  | 0.3176          |
| 0.0           | 595.3333 | 893  | 0.3194          |
| 0.0           | 596.0    | 894  | 0.3165          |
| 0.0           | 596.6667 | 895  | 0.3181          |
| 0.0           | 597.3333 | 896  | 0.3178          |
| 0.0           | 598.0    | 897  | 0.3184          |
| 0.0           | 598.6667 | 898  | 0.3186          |
| 0.0           | 599.3333 | 899  | 0.3182          |
| 0.0           | 600.0    | 900  | 0.3177          |
| 0.0           | 600.6667 | 901  | 0.3197          |
| 0.0           | 601.3333 | 902  | 0.3163          |
| 0.0           | 602.0    | 903  | 0.3174          |
| 0.0           | 602.6667 | 904  | 0.3161          |
| 0.0           | 603.3333 | 905  | 0.3196          |
| 0.0           | 604.0    | 906  | 0.3173          |
| 0.0           | 604.6667 | 907  | 0.3179          |
| 0.0           | 605.3333 | 908  | 0.3179          |
| 0.0           | 606.0    | 909  | 0.3194          |
| 0.0           | 606.6667 | 910  | 0.3177          |
| 0.0           | 607.3333 | 911  | 0.3176          |
| 0.0           | 608.0    | 912  | 0.3193          |
| 0.0           | 608.6667 | 913  | 0.3174          |
| 0.0           | 609.3333 | 914  | 0.3195          |
| 0.0           | 610.0    | 915  | 0.3185          |
| 0.0           | 610.6667 | 916  | 0.3185          |
| 0.0           | 611.3333 | 917  | 0.3175          |
| 0.0           | 612.0    | 918  | 0.3185          |
| 0.0           | 612.6667 | 919  | 0.3183          |
| 0.0           | 613.3333 | 920  | 0.3179          |
| 0.0           | 614.0    | 921  | 0.3182          |
| 0.0           | 614.6667 | 922  | 0.3166          |
| 0.0           | 615.3333 | 923  | 0.3187          |
| 0.0           | 616.0    | 924  | 0.3188          |
| 0.0           | 616.6667 | 925  | 0.3175          |
| 0.0           | 617.3333 | 926  | 0.3195          |
| 0.0           | 618.0    | 927  | 0.3183          |
| 0.0           | 618.6667 | 928  | 0.3176          |
| 0.0           | 619.3333 | 929  | 0.3168          |
| 0.0           | 620.0    | 930  | 0.3163          |
| 0.0           | 620.6667 | 931  | 0.3172          |
| 0.0           | 621.3333 | 932  | 0.3181          |
| 0.0           | 622.0    | 933  | 0.3191          |
| 0.0           | 622.6667 | 934  | 0.3183          |
| 0.0           | 623.3333 | 935  | 0.3194          |
| 0.0           | 624.0    | 936  | 0.3197          |
| 0.0           | 624.6667 | 937  | 0.3186          |
| 0.0           | 625.3333 | 938  | 0.3179          |
| 0.0           | 626.0    | 939  | 0.3190          |
| 0.0           | 626.6667 | 940  | 0.3199          |
| 0.0           | 627.3333 | 941  | 0.3170          |
| 0.0           | 628.0    | 942  | 0.3174          |
| 0.0           | 628.6667 | 943  | 0.3187          |
| 0.0           | 629.3333 | 944  | 0.3172          |
| 0.0           | 630.0    | 945  | 0.3167          |
| 0.0           | 630.6667 | 946  | 0.3168          |
| 0.0           | 631.3333 | 947  | 0.3176          |
| 0.0           | 632.0    | 948  | 0.3185          |
| 0.0           | 632.6667 | 949  | 0.3190          |
| 0.0           | 633.3333 | 950  | 0.3187          |
| 0.0           | 634.0    | 951  | 0.3188          |
| 0.0           | 634.6667 | 952  | 0.3192          |
| 0.0           | 635.3333 | 953  | 0.3173          |
| 0.0           | 636.0    | 954  | 0.3196          |
| 0.0           | 636.6667 | 955  | 0.3190          |
| 0.0           | 637.3333 | 956  | 0.3197          |
| 0.0           | 638.0    | 957  | 0.3182          |
| 0.0           | 638.6667 | 958  | 0.3179          |
| 0.0           | 639.3333 | 959  | 0.3171          |
| 0.0           | 640.0    | 960  | 0.3173          |
| 0.0           | 640.6667 | 961  | 0.3183          |
| 0.0           | 641.3333 | 962  | 0.3189          |
| 0.0           | 642.0    | 963  | 0.3187          |
| 0.0           | 642.6667 | 964  | 0.3182          |
| 0.0           | 643.3333 | 965  | 0.3188          |
| 0.0           | 644.0    | 966  | 0.3177          |
| 0.0           | 644.6667 | 967  | 0.3176          |
| 0.0           | 645.3333 | 968  | 0.3178          |
| 0.0           | 646.0    | 969  | 0.3166          |
| 0.0           | 646.6667 | 970  | 0.3168          |
| 0.0           | 647.3333 | 971  | 0.3165          |
| 0.0           | 648.0    | 972  | 0.3163          |
| 0.0           | 648.6667 | 973  | 0.3169          |
| 0.0           | 649.3333 | 974  | 0.3172          |
| 0.0           | 650.0    | 975  | 0.3175          |
| 0.0           | 650.6667 | 976  | 0.3175          |
| 0.0           | 651.3333 | 977  | 0.3175          |
| 0.0           | 652.0    | 978  | 0.3173          |
| 0.0           | 652.6667 | 979  | 0.3173          |
| 0.0           | 653.3333 | 980  | 0.3172          |
| 0.0           | 654.0    | 981  | 0.3172          |
| 0.0           | 654.6667 | 982  | 0.3172          |
| 0.0           | 655.3333 | 983  | 0.3172          |
| 0.0           | 656.0    | 984  | 0.3172          |
| 0.0           | 656.6667 | 985  | 0.3172          |
| 0.0           | 657.3333 | 986  | 0.3172          |
| 0.0           | 658.0    | 987  | 0.3172          |
| 0.0           | 658.6667 | 988  | 0.3172          |
| 0.0           | 659.3333 | 989  | 0.3170          |
| 0.0           | 660.0    | 990  | 0.3172          |
| 0.0           | 660.6667 | 991  | 0.3172          |
| 0.0           | 661.3333 | 992  | 0.3172          |
| 0.0           | 662.0    | 993  | 0.3172          |
| 0.0           | 662.6667 | 994  | 0.3172          |
| 0.0           | 663.3333 | 995  | 0.3172          |
| 0.0           | 664.0    | 996  | 0.3172          |
| 0.0           | 664.6667 | 997  | 0.3172          |
| 0.0           | 665.3333 | 998  | 0.3172          |
| 0.0           | 666.0    | 999  | 0.3172          |
| 0.0           | 666.6667 | 1000 | 0.3172          |


### Framework versions

- PEFT 0.10.0
- Transformers 4.40.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1