31 lines
770 B
Markdown
31 lines
770 B
Markdown
---
|
|
library_name: peft
|
|
base_model:
|
|
- shakechen/Llama-2-7b-hf
|
|
---
|
|
# ChipGPT-FT-Repair
|
|
|
|
This repository contains the code for the fine-tuning of the ChipGPT model using the PEFT library. The fine-tuning process was performed using the `bitsandbytes` quantization method.
|
|
|
|
The foundation model is Llama 2.0-7B
|
|
|
|
## Training procedure
|
|
|
|
|
|
The following `bitsandbytes` quantization config was used during training:
|
|
- quant_method: bitsandbytes
|
|
- load_in_8bit: True
|
|
- load_in_4bit: False
|
|
- 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: fp4
|
|
- bnb_4bit_use_double_quant: False
|
|
- bnb_4bit_compute_dtype: float32
|
|
|
|
### Framework versions
|
|
|
|
- PEFT 0.7.2.dev0
|
|
|
|
- PEFT 0.6.0.dev0 |