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EverythingLM-13b-peft
totally-not-an-llm/EverythingLM-13b-peft
EverythingLM-13b-peft is a machine learning model from totally-not-an-llm. 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.
Trained for 5 epochs on https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data. Merged model can be found here: https://huggingface.co/totally-not-an-llm/EverythingLM-13b-16k.
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4.5 GB
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At a glance
- Library
- peft
- Access
- Public
- Created
- Aug 12, 2023
- Updated
- Sep 19, 2023
- SHA
- 36a28079
Base models
Model card
From the Hugging Face model README
Trained for 5 epochs on https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data. Merged model can be found here: https://huggingface.co/totally-not-an-llm/EverythingLM-13b-16k.
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 0.5.0.dev0
- Library
- peft
- Created
- Aug 12, 2023
- Updated
- Sep 19, 2023