juyongjiang
commited on
Commit
•
2cdb8d5
1
Parent(s):
3fefded
upload model checkpoints
Browse files- .gitattributes +1 -0
- README.md +76 -3
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- all_results.json +14 -0
- config.json +44 -0
- eval_results.json +8 -0
- runs/Jun13_05-21-41_gpu1-1/events.out.tfevents.1718227351.gpu1-1.426890.0 +3 -0
- runs/Jun13_05-21-41_gpu1-1/events.out.tfevents.1718227475.gpu1-1.426890.1 +3 -0
- special_tokens_map.json +34 -0
- tokenizer.json +3 -0
- tokenizer_config.json +70 -0
- train_results.json +9 -0
- trainer_state.json +187 -0
- training_args.bin +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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-
---
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---
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library_name: peft
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tags:
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- alignment-handbook
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- generated_from_trainer
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datasets:
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- llama-duo/synth_summarize_dataset_dedup
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base_model: google/gemma-7b
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model-index:
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- name: gemma7b-summarize-claude3sonnet-2k
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# gemma7b-summarize-claude3sonnet-2k
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This model is a fine-tuned version of [google/gemma-7b](https://huggingface.co/google/gemma-7b) on the llama-duo/synth_summarize_dataset_dedup dataset.
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It achieves the following results on the evaluation set:
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- Loss: 6.6985
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0002
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- train_batch_size: 4
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 64
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 29.9207 | 1.0 | 5 | 14.4322 |
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| 18.5488 | 2.0 | 10 | 10.5610 |
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| 15.0605 | 3.0 | 15 | 8.2259 |
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| 13.929 | 4.0 | 20 | 7.6256 |
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| 13.2624 | 5.0 | 25 | 7.3464 |
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| 12.6383 | 6.0 | 30 | 7.0769 |
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| 11.963 | 7.0 | 35 | 6.8804 |
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| 11.3592 | 8.0 | 40 | 6.7488 |
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| 11.0502 | 9.0 | 45 | 6.7065 |
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| 10.9441 | 10.0 | 50 | 6.6985 |
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.40.0
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- Pytorch 2.1.2+cu121
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- Datasets 2.18.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "google/gemma-7b",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:50516ee4776ea07fed4dcd9472411ebe1b78194dc73de4fd1438490af368e56c
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size 6437384
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all_results.json
ADDED
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{
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"epoch": 10.0,
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"eval_loss": 6.698519229888916,
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"eval_runtime": 0.2389,
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"eval_samples": 25,
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"eval_samples_per_second": 41.86,
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"eval_steps_per_second": 4.186,
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"total_flos": 1.52458893266518e+17,
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"train_loss": 14.990281143188476,
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"train_runtime": 123.5377,
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"train_samples": 1984,
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"train_samples_per_second": 24.851,
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"train_steps_per_second": 0.405
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}
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config.json
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{
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"_name_or_path": "google/gemma-7b",
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"architectures": [
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"GemmaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 2,
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"eos_token_id": 1,
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"head_dim": 256,
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"hidden_act": "gelu",
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"hidden_activation": null,
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"hidden_size": 3072,
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"initializer_range": 0.02,
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"intermediate_size": 24576,
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"max_position_embeddings": 8192,
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"model_type": "gemma",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 16,
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"pad_token_id": 0,
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"quantization_config": {
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"_load_in_4bit": true,
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"_load_in_8bit": false,
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"bnb_4bit_compute_dtype": "bfloat16",
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"bnb_4bit_quant_storage": "uint8",
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"bnb_4bit_quant_type": "nf4",
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"bnb_4bit_use_double_quant": false,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
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"llm_int8_threshold": 6.0,
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"load_in_4bit": true,
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"load_in_8bit": false,
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"quant_method": "bitsandbytes"
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},
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.0",
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"use_cache": true,
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"vocab_size": 256000
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}
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eval_results.json
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{
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"epoch": 10.0,
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"eval_loss": 6.698519229888916,
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"eval_runtime": 0.2389,
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"eval_samples": 25,
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"eval_samples_per_second": 41.86,
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"eval_steps_per_second": 4.186
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}
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runs/Jun13_05-21-41_gpu1-1/events.out.tfevents.1718227351.gpu1-1.426890.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:40cbec684ee565b4caa4dd25133e42c4b0c9bc10f1472468317cc715adbc84c5
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size 10764
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runs/Jun13_05-21-41_gpu1-1/events.out.tfevents.1718227475.gpu1-1.426890.1
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version https://git-lfs.github.com/spec/v1
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size 354
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special_tokens_map.json
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{
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"<|im_start|>",
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"<|im_end|>"
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"bos_token": {
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}
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 17477501
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tokenizer_config.json
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{
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},
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"special": true
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}
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},
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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training_args.bin
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