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what this repo is about?

  • This repository containes the Qlora Adapters for the GPT-NEOX-20B model, the data set comprised of about 120K examples and the response is quite good

Training procedure

The following bitsandbytes quantization config was used during training:

  • quant_method: bitsandbytes
  • load_in_8bit: False
  • load_in_4bit: True
  • llm_int8_threshold: 6.0
  • llm_int8_skip_modules: None
  • llm_int8_enable_fp32_cpu_offload: False
  • llm_int8_has_fp16_weight: False
  • bnb_4bit_quant_type: nf4
  • bnb_4bit_use_double_quant: True
  • bnb_4bit_compute_dtype: bfloat16

Framework versions

  • PEFT 0.6.3.dev0
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Adapter for

Dataset used to train Mohammed-Altaf/instruct-finetuned-medical-20b-adapters