| --- |
| library_name: peft |
| tags: |
| - axolotl |
| - base_model:adapter:model |
| - lora |
| - transformers |
| datasets: |
| - PocketDoc/Dans-Prosemaxx-RepRemover-1 |
| - PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2 |
| - Delta-Vector/Orion-Personamaxx-RP-Deslopped-V1 |
| - Delta-Vector/Orion-PIPPA-Cleaned-V2 |
| - Delta-Vector/Orion-Creative_Writing-Complexity |
| - Delta-Vector/Orion-OpenCAI-ShareGPT |
| - GreenerPastures/AllYourBase5k |
| pipeline_tag: text-generation |
| base_model: model |
| model-index: |
| - name: MS32-3 |
| 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/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) |
| <details><summary>See axolotl config</summary> |
|
|
| axolotl version: `0.12.0.dev0` |
| ```yaml |
| base_model: model |
| |
| hub_model_id: hardlyworking/MS32-3 |
| hub_strategy: "all_checkpoints" |
| push_dataset_to_hub: |
| hf_use_auth_token: true |
| |
| plugins: |
| - axolotl.integrations.liger.LigerPlugin |
| - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin |
| liger_rope: true |
| liger_rms_norm: true |
| liger_layer_norm: true |
| liger_glu_activation: true |
| liger_fused_linear_cross_entropy: false |
| cut_cross_entropy: true |
| |
| load_in_8bit: false |
| load_in_4bit: true |
| |
| chat_template: mistral_v7_tekken |
| datasets: |
| - path: PocketDoc/Dans-Prosemaxx-RepRemover-1 |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2 |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: Delta-Vector/Orion-Personamaxx-RP-Deslopped-V1 |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: Delta-Vector/Orion-PIPPA-Cleaned-V2 |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: Delta-Vector/Orion-Creative_Writing-Complexity |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: Delta-Vector/Orion-OpenCAI-ShareGPT |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| - path: GreenerPastures/AllYourBase5k |
| type: chat_template |
| split: train |
| field_messages: conversations |
| message_property_mappings: |
| role: from |
| content: value |
| user: human |
| assistant: gpt |
| |
| val_set_size: 0.0 |
| output_dir: ./outputs/out |
| |
| adapter: qlora |
| lora_r: 64 |
| lora_alpha: 32 |
| lora_dropout: 0.0 |
| lora_target_linear: true |
| peft_use_rslora: true |
| |
| |
| sequence_len: 8192 |
| sample_packing: true |
| eval_sample_packing: true |
| pad_to_sequence_len: true |
| |
| wandb_project: MS32-3 |
| wandb_entity: |
| wandb_watch: |
| wandb_name: MS32-3 |
| wandb_log_model: |
| |
| gradient_accumulation_steps: 32 |
| micro_batch_size: 1 |
| num_epochs: 1 |
| optimizer: adamw_bnb_8bit |
| lr_scheduler: cosine |
| learning_rate: 4e-5 |
| max_grad_norm: 1.0 |
| |
| bf16: auto |
| tf32: true |
| |
| gradient_checkpointing: true |
| gradient_checkpointing_kwargs: |
| use_reentrant: false |
| unsloth: true |
| resume_from_checkpoint: |
| logging_steps: 1 |
| flash_attention: true |
| |
| warmup_ratio: 0.1 |
| evals_per_epoch: |
| saves_per_epoch: 4 |
| weight_decay: 0.0025 |
| special_tokens: |
| |
| ``` |
|
|
| </details><br> |
|
|
| # MS32-3 |
|
|
| This model was trained from scratch on the PocketDoc/Dans-Prosemaxx-RepRemover-1, the PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2, the Delta-Vector/Orion-Personamaxx-RP-Deslopped-V1, the Delta-Vector/Orion-PIPPA-Cleaned-V2, the Delta-Vector/Orion-Creative_Writing-Complexity, the Delta-Vector/Orion-OpenCAI-ShareGPT and the GreenerPastures/AllYourBase5k datasets. |
| |
| ## 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: 4e-05 |
| - train_batch_size: 1 |
| - eval_batch_size: 1 |
| - seed: 42 |
| - gradient_accumulation_steps: 32 |
| - total_train_batch_size: 32 |
| - optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments |
| - lr_scheduler_type: cosine |
| - lr_scheduler_warmup_steps: 10 |
| - training_steps: 100 |
| |
| ### Training results |
| |
| |
| |
| ### Framework versions |
| |
| - PEFT 0.17.0 |
| - Transformers 4.55.0 |
| - Pytorch 2.7.1+cu126 |
| - Datasets 4.0.0 |
| - Tokenizers 0.21.4 |
