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instruct-finetuned-medical-20b-adapters
Mohammed-Altaf/instruct-finetuned-medical-20b-adapters
instruct-finetuned-medical-20b-adapters is a machine learning model from Mohammed-Altaf. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as mit.
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
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At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Nov 17, 2023
- Updated
- Nov 21, 2023
- SHA
- 38ab2896
Base models
Model card
From the Hugging Face model README
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
- Library
- peft
- License
- mit
- Languages
- en
- Created
- Nov 17, 2023
- Updated
- Nov 21, 2023