Downloads · 30 days
13
39% of all-time downloads
GRATH-gradtruth-fixref
weixinchen/GRATH-gradtruth-fixref
GRATH-gradtruth-fixref is a machine learning model from weixinchen. 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.
This is a gradually self-truthified model (with 9 iterations) proposed in the paper GRATH: Gradual Self-Truthifying for Large Language Models.
All-time downloads
33
Public
Repo size
25.7 MB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors25.2 MB · 91%
At a glance
- Library
- peft
- Access
- Public
- Created
- Jul 17, 2024
- Updated
- Jul 17, 2024
- SHA
- 22c20027
Model card
From the Hugging Face model README
This is a gradually self-truthified model (with 9 iterations) proposed in the paper GRATH: Gradual Self-Truthifying for Large Language Models.
Note: This model is applied with DPO ten times. The reference model of DPO is set as the pretrained base model to avoid the overfitting problem.
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: fp4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float32
Framework versions
- PEFT 0.5.0
- Library
- peft
- Created
- Jul 17, 2024
- Updated
- Jul 17, 2024