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---
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library_name: transformers
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license:
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base_model:
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tags:
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- generated_from_trainer
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model-index:
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results: []
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---
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
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<details><summary>See axolotl config</summary>
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axolotl version: `0.4.1`
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```yaml
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base_model: Epiculous/NovaSpark-Instruct
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model_type: AutoModelForCausalLM
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tokenizer_type: AutoTokenizer
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plugins:
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- axolotl.integrations.liger.LigerPlugin
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liger_rope: true
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liger_rms_norm: true
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liger_swiglu: true
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liger_fused_linear_cross_entropy: true
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load_in_8bit: false
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load_in_4bit: false
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strict: false
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datasets:
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- path: datasets/Crimson_Dawn-v0.2/RP/SynthRP-Gens_processed_09-25-2024_converted_filtered-deduplicated_deslopped-classified.jsonl
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type: sharegpt
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conversation: llama3
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- path: datasets/Crimson_Dawn-v0.2/RP/stheno_data_filtered_v1.1_instruct_killed_processed_converted_filtered-deduplicated_deslopped-classified.jsonl
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type: sharegpt
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conversation: llama3
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- path: datasets/Crimson_Dawn-v0.2/RP/sonnet35-charcard-roleplay-sharegpt_processed_converted_filtered-deduplicated_deslopped-classified.jsonl
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type: sharegpt
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conversation: llama3
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- path: datasets/Crimson_Dawn-v0.2/RP/roleplay-deduped_processed_converted_filtered-deduplicated_deslopped-classified.jsonl
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type: sharegpt
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conversation: llama3
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.01
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output_dir: ./outputs/NovaSpark_RP/5e-6_WD0.05_Waup8
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eval_sample_packing: false
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shuffle_merged_datasets: true
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pad_to_sequence_len: false
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wandb_project: NovaSpark_RP
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wandb_name: 5e-6_WD0.05_Waup8
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gradient_accumulation_steps: 16
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micro_batch_size: 1
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num_epochs: 2
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optimizer: paged_adamw_8bit
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lr_scheduler: cosine
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learning_rate: 5e-6
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train_on_inputs: false
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group_by_length: false
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bf16: auto
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tf32: false
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gradient_checkpointing: unsloth
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gradient_checkpointing_kwargs:
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use_reentrant: false
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logging_steps: 1
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flash_attention: true
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eager_attention: false
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warmup_steps: 8
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evals_per_epoch: 4
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saves_per_epoch: 1
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debug: true
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weight_decay: 0.05
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot_id|>
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```
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# outputs/NovaSpark_RP/5e-6_WD0.05_Waup8
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This model is a fine-tuned version of [Epiculous/NovaSpark-Instruct](https://huggingface.co/Epiculous/NovaSpark-Instruct) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1786
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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: 5e-06
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 32
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- total_eval_batch_size: 2
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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_steps: 8
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- num_epochs: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.3967 | 0.0194 | 1 | 1.3736 |
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| 1.3798 | 0.2518 | 13 | 1.3047 |
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| 1.2887 | 0.5036 | 26 | 1.2358 |
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| 1.2515 | 0.7554 | 39 | 1.2067 |
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| 1.2042 | 1.0048 | 52 | 1.1901 |
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| 1.0871 | 1.2560 | 65 | 1.1849 |
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| 1.1356 | 1.5072 | 78 | 1.1802 |
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| 1.139 | 1.7585 | 91 | 1.1786 |
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###
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---
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library_name: transformers
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license: apache-2.0
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base_model:
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- grimjim/Llama-3.1-SuperNova-Lite-lorabilterated-8B
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tags:
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- generated_from_trainer
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datasets:
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- Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
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- anthracite-org/stheno-filtered-v1.1
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- PJMixers/hieunguyenminh_roleplay-deduped-ShareGPT
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- Gryphe/Sonnet3.5-Charcard-Roleplay
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- Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
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- anthracite-org/kalo-opus-instruct-22k-no-refusal
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- anthracite-org/nopm_claude_writing_fixed
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- anthracite-org/kalo_opus_misc_240827
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model-index:
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- name: Epiculous/NovaSpark
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results: []
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---
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/64adfd277b5ff762771e4571/pnFt8anKzuycrmIuB-tew.png)
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# Quants!
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<strong>full</strong> / [exl2]() / [gguf]()
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## Prompting
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This model is trained on llama instruct template, the prompting structure goes a little something like this:
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```
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<|begin_of_text|><|start_header_id|>system<|end_header_id|>
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{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>
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{prompt}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
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```
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### Context and Instruct
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This model is trained on llama-instruct, please use that Context and Instruct template.
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### Current Top Sampler Settings
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[Smooth Creativity](https://files.catbox.moe/0ihfir.json): Credit to Juelsman for researching this one!<br/>
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[Variant Chimera](https://files.catbox.moe/h7vd45.json): Credit to Numbra!<br/>
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[Spicy_Temp](https://files.catbox.moe/9npj0z.json) <br/>
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[Violet_Twilight-Nitral-Special](https://files.catbox.moe/ot54u3.json) <br/>
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