Upload model
Browse files- README.md +2 -14
- adapter_config.json +23 -0
- adapter_model.safetensors +3 -0
README.md
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---
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library_name: peft
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license: llama2
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datasets:
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- ehartford/dolphin
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tags:
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- llama-2
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inference: false
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pipeline_tag: text-generation
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---
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# llama-2-13b-dolphin 🦙🐬
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This instruction model was built via parameter-efficient QLoRA finetuning of [llama-2-13b](https://huggingface.co/meta-llama/Llama-2-13b-hf) on the first 100k rows of [ehartford/dolphin](https://huggingface.co/datasets/ehartford/dolphin) (an open-source implementation of [Microsoft's Orca](https://www.microsoft.com/en-us/research/publication/orca-progressive-learning-from-complex-explanation-traces-of-gpt-4/)). Finetuning was executed on a single A6000 (48 GB) for roughly XX hours on the [Lambda Labs](https://cloud.lambdalabs.com/instances) platform.
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### Framework versions
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- PEFT 0.5.0.dev0
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library_name: peft
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---
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## Training procedure
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### Framework versions
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- PEFT 0.5.0.dev0
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adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "meta-llama/Llama-2-13b-hf",
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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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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 64,
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"revision": null,
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"target_modules": [
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"q_proj",
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"k_proj",
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"v_proj",
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"o_proj"
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],
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"task_type": "CAUSAL_LM"
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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 sha256:9f70dc35db3f30fd244fcbb6c1e7ba4488e89dda8c1b0033bacf8f0dc2b74dbe
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size 419474032
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