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library_name: transformers
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license: apache-2.0
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base_model: arcee-ai/Arcee-Blitz
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tags:
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- axolotl
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- generated_from_trainer
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datasets:
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- arcee-ai/toolcalling-llmjudge-hermes-sharegpt
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- chargoddard/toolcalling-llmjudge-hermes-sharegpt-scrumbled
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- chargoddard/toolace-sharegpt
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model-index:
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- name: blitz-caller
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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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[<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: `0.8.0.dev0`
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```yaml
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base_model: arcee-ai/Arcee-Blitz
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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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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_glu_activation: true # Changed from liger_swiglu
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liger_fused_linear_cross_entropy: true
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datasets:
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- path: arcee-ai/toolcalling-llmjudge-hermes-sharegpt
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type: chat_template
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field_messages: conversations
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message_property_mappings: # Changed from message_field_role/content
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role: from
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content: value
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roles:
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system:
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- system
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user:
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- human
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assistant:
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- gpt
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tool:
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- tool
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- path: chargoddard/toolcalling-llmjudge-hermes-sharegpt-scrumbled
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type: chat_template
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field_messages: conversations
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message_property_mappings: # Changed from message_field_role/content
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role: from
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content: value
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roles:
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system:
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- system
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user:
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- human
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assistant:
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- gpt
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tool:
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- tool
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- path: chargoddard/toolace-sharegpt
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type: chat_template
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field_messages: conversations
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message_property_mappings: # Changed from message_field_role/content
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role: from
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content: value
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roles:
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system:
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- system
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user:
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- human
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- user
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assistant:
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- gpt
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- assistant
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tool:
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- tool
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dataset_prepared_path: /workspace/data/prepared_datasets
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chat_template: chatml
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shuffle_merged_datasets: true
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output_dir: blitz-caller-v1
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sequence_len: 8192
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sample_packing: true
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eval_sample_packing: false
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pad_to_sequence_len: true
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wandb_project: blitz-caller-v1
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wandb_entity:
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wandb_watch:
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wandb_name:
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wandb_log_model:
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gradient_accumulation_steps: 1
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micro_batch_size: 8
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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: 0.00002
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max_grad_norm: 3
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train_on_inputs: true
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group_by_length: false
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bf16: auto
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fp16:
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tf32: false
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gradient_checkpointing: "unsloth"
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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logging_steps: 1
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xformers_attention:
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flash_attention: true
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warmup_ratio: 0.05
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saves_per_epoch: 4
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save_safetensors: true
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hub_model_id: blitz-caller
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hub_strategy: every_save
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debug:
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deepspeed: deepspeed_configs/zero3_bf16.json
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weight_decay: 0.1
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seed: 496083530
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tokens:
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- <|im_start|>
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special_tokens:
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eos_token: <|im_end|>
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```
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</details><br>
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# blitz-caller
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This model is a fine-tuned version of [arcee-ai/Arcee-Blitz](https://huggingface.co/arcee-ai/Arcee-Blitz) on the arcee-ai/toolcalling-llmjudge-hermes-sharegpt, the chargoddard/toolcalling-llmjudge-hermes-sharegpt-scrumbled and the chargoddard/toolace-sharegpt datasets.
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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: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 496083530
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- distributed_type: multi-GPU
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- num_devices: 8
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- total_train_batch_size: 64
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- total_eval_batch_size: 64
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- optimizer: Use paged_adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 27
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- num_epochs: 2.0
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### Training results
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### Framework versions
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- Transformers 4.49.0
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- Pytorch 2.6.0+cu124
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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