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Browse files- README.md +25 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
README.md
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---
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base_model:
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- unsloth/Meta-Llama-3.1-8B-Instruct
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- RLHFlow/Llama3.1-8B-PRM-Mistral-Data
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library_name: transformers
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tags:
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- mergekit
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- peft
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---
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# Mistral-Data-r128-LoRA
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This is a LoRA extracted from a language model. It was extracted using [mergekit](https://github.com/arcee-ai/mergekit).
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## LoRA Details
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This LoRA adapter was extracted from [RLHFlow/Llama3.1-8B-PRM-Mistral-Data](https://huggingface.co/RLHFlow/Llama3.1-8B-PRM-Mistral-Data) and uses [unsloth/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/unsloth/Meta-Llama-3.1-8B-Instruct) as a base.
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### Parameters
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The following command was used to extract this LoRA adapter:
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```sh
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mergekit-extract-lora RLHFlow/Llama3.1-8B-PRM-Mistral-Data unsloth/Meta-Llama-3.1-8B-Instruct OUTPUT_PATH --no-lazy-unpickle --skip-undecomposable --rank=128 --extend-vocab --model_name=Mistral-Data-r128-LoRA --verbose
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```
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "unsloth/Meta-Llama-3.1-8B-Instruct",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 128,
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"lora_dropout": 0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [],
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"peft_type": "LORA",
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"r": 128,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"lm_head",
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"gate_proj",
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"v_proj",
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"q_proj",
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"up_proj",
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"k_proj",
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"down_proj",
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"embed_tokens",
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"o_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f118a821b990d455eb1c32b315c5a83978d814773a8554297d42a3cb2ed2880c
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size 738914832
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