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@@ -4,11 +4,14 @@ tags:
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  - trl
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  - sft
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  - generated_from_trainer
 
 
 
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  datasets:
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  - databricks/databricks-dolly-15k
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- base_model: NousResearch/Llama-2-7b-chat-hf
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  model-index:
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- - name: llama2-7-dolly-query
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  results: []
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  license: mit
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  language:
@@ -25,7 +28,8 @@ Can be used in conjunction with [LukeOLuck/llama2-7-dolly-answer](https://huggin
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  ## Model description
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- A Fine-Tuned PEFT Adapter for the llama2 7b chat model
 
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  ## Intended uses & limitations
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  - trl
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  - sft
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  - generated_from_trainer
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+ - BitsAndBytes
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+ - PEFT
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+ - QLoRA
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  datasets:
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  - databricks/databricks-dolly-15k
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+ base_model: Llama-2-7b-chat-hf
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  model-index:
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+ - name: llama2-7-dolly-query
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  results: []
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  license: mit
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  language:
 
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  ## Model description
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+ A Fine-Tuned PEFT Adapter for the llama2 7b chat hf model
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+ Leverages [FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness](https://arxiv.org/abs/2205.14135), [QLoRA: Efficient Finetuning of Quantized LLMs](https://arxiv.org/abs/2305.14314), and [PEFT](https://huggingface.co/blog/peft)
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  ## Intended uses & limitations
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