| --- |
| library_name: peft |
| license: mit |
| base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B |
| tags: |
| - generated_from_trainer |
| datasets: |
| - Fizzarolli/inkmix-v2 |
| model-index: |
| - name: ckpts |
| 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: `0.6.0` |
| ```yaml |
| base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B |
| |
| load_in_8bit: false |
| load_in_4bit: false |
| |
| plugins: |
| - axolotl.integrations.liger.LigerPlugin |
| liger_rope: true |
| liger_rms_norm: true |
| liger_glu_activation: true |
| liger_fused_linear_cross_entropy: true |
| |
| #unsloth_lora_mlp: true |
| #unsloth_lora_qkv: true |
| #unsloth_lora_o: true |
| |
| strict: false |
| |
| adapter: lora |
| lora_r: 16 |
| lora_alpha: 32 |
| lora_dropout: 0.25 |
| lora_target_modules: |
| - q_proj |
| - v_proj |
| - k_proj |
| - o_proj |
| lora_target_linear: true |
| peft_layers_to_transform: |
| loraplus_lr_ratio: 16 |
| |
| chat_template: tokenizer_default |
| datasets: |
| - path: Fizzarolli/inkmix-v2 |
| type: chat_template |
| chat_template: tokenizer_default |
| split: train |
| field_messages: conversations |
| message_field_role: from |
| message_field_content: value |
| |
| dataset_prepared_path: last_run_prepared |
| #val_set_size: 0.02 |
| output_dir: ./ckpts |
| |
| sequence_len: 8192 |
| sample_packing: true |
| pad_to_sequence_len: true |
| |
| #wandb_project: teleut-7b-rp |
| #wandb_entity: |
| #wandb_watch: |
| #wandb_name: |
| #wandb_log_model: checkpoint |
| |
| # mlflow configuration if you're using it |
| mlflow_tracking_uri: https://public-tracking.mlflow-e00zzfjq11ky6jcgtv.backbone-e00bgn6e63256prmhq.msp.eu-north1.nebius.cloud |
| mlflow_experiment_name: deepseek-r1-7b-rp-inkmixv2 |
| mlflow_run_name: v1 |
| hf_mlflow_log_artifacts: false |
| |
| gradient_accumulation_steps: 1 |
| micro_batch_size: 16 |
| num_epochs: 2 |
| optimizer: paged_adamw_8bit |
| lr_scheduler: cosine |
| learning_rate: 6e-5 |
| |
| train_on_inputs: false |
| group_by_length: false |
| bf16: auto |
| fp16: |
| tf32: false |
| |
| gradient_checkpointing: unsloth |
| gradient_checkpointing_kwargs: |
| use_reentrant: false |
| early_stopping_patience: |
| resume_from_checkpoint: |
| logging_steps: 1 |
| xformers_attention: |
| flash_attention: true |
| |
| #deepspeed: deepspeed_configs/zero3_bf16.json |
| |
| warmup_steps: 25 |
| #evals_per_epoch: 4 |
| eval_table_size: |
| saves_per_epoch: 10 |
| debug: |
| weight_decay: 0.01 |
| |
| ``` |
|
|
| </details><br> |
|
|
| # ckpts |
|
|
| This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) on the Fizzarolli/inkmix-v2 dataset. |
|
|
| ## 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: 6e-05 |
| - train_batch_size: 16 |
| - eval_batch_size: 16 |
| - seed: 42 |
| - optimizer: Use paged_adamw_8bit 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: 25 |
| - num_epochs: 2 |
|
|
| ### Training results |
|
|
|
|
|
|
| ### Framework versions |
|
|
| - PEFT 0.14.0 |
| - Transformers 4.47.1 |
| - Pytorch 2.5.1+cu124 |
| - Datasets 3.2.0 |
| - Tokenizers 0.21.0 |
