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Upload model

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  1. README.md +14 -12
  2. adapter_model.bin +1 -1
README.md CHANGED
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  ---
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- license: apache-2.0
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- language:
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- - en
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- library_name: transformers
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- pipeline_tag: text-generation
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  ---
 
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- [Falcon 7b](https://huggingface.co/tiiuae/falcon-7b) model trained on [FAQ from an ecommerce website](https://www.kaggle.com/datasets/saadmakhdoom/ecommerce-faq-chatbot-dataset).
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- ## Tutorials
 
 
 
 
 
 
 
 
 
 
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- - Text tutorial: https://www.mlexpert.io/prompt-engineering/fine-tuning-llm-on-custom-dataset-with-qlora
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- - YouTube video: https://www.youtube.com/watch?v=DcBC4yGHV4Q
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- ## Training
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-
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- Fine-tuned using the QLoRA technique (only adapter uploaded). With the help of bitsandbytes, peft and transformers. Full reproduction is available in the tutorials.
 
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+ library_name: peft
 
 
 
 
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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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+ - load_in_8bit: False
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+ - load_in_4bit: True
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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: nf4
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+ - bnb_4bit_use_double_quant: True
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+ - bnb_4bit_compute_dtype: bfloat16
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+ ### Framework versions
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+ - PEFT 0.4.0.dev0
 
 
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