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--- |
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library_name: peft |
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base_model: mistralai/Mistral-7B-v0.1 |
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datasets: |
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- THUDM/AgentInstruct |
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--- |
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# dolphin-2.1-mistral-7b-agent-lora |
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This is a rank 64 LoRA finetune of [ehartford/dolphin-2.1-mistral-7b](https://huggingface.co/ehartford/dolphin-2.1-mistral-7b) on [THUDM/AgentInstruct](https://huggingface.co/datasets/THUDM/AgentInstruct) for 1.1 epochs. |
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[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl) |
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<!-- Provide a longer summary of what this model is. --> |
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## Prompt Format |
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Dolphin-Agent uses ChatML as the prompt format: |
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``` |
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<|im_start|>system |
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You are Dolphin, a helpful AI assistant.<|im_end|> |
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<|im_start|>user |
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If Danny owns a bike, then Edward owns a bike. If Edward owns a bike, then Freddy owns a bike. If Danny owns a bike, which of the following statements must be true? Let's think step by step. |
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I. Edward owns a bike. |
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II. Freddy owns a bike. |
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III. Freddy does not own a bike. |
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Choose one answer: |
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I only |
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II only |
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III only |
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I and II only |
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I and III only |
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<|im_end|> |
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<|im_start|>assistant |
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``` |
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## Training procedure |
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The following `bitsandbytes` quantization config was used during training: |
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- quant_method: bitsandbytes |
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- load_in_8bit: True |
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- load_in_4bit: False |
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- llm_int8_threshold: 6.0 |
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- llm_int8_skip_modules: None |
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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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- bnb_4bit_quant_type: fp4 |
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- bnb_4bit_use_double_quant: False |
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- bnb_4bit_compute_dtype: float32 |
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### Framework versions |
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- PEFT 0.6.0.dev0 |
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## Training procedure |
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### Framework versions |
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- PEFT 0.6.0.dev0 |
