Downloads · 30 days
4
24% of all-time downloads
llama-2-13b-alpaca-peft
treei/llama-2-13b-alpaca-peft
llama-2-13b-alpaca-peft is a machine learning model from treei. 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.
Model was trained with LoRA for 3 epochs using the alpaca-gpt4 dataset, quantized to 4-bit
All-time downloads
17
Public
Repo size
26.3 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin26.3 MB · 100%
At a glance
- Library
- peft
- Access
- Public
- Created
- Sep 20, 2023
- Updated
- Sep 20, 2023
- SHA
- b6c27e98
Model card
From the Hugging Face model README
About
Model was trained with LoRA for 3 epochs using the alpaca-gpt4 dataset, quantized to 4-bit
Training procedure
The following bitsandbytes quantization config was used during training:
- 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: False
- bnb_4bit_compute_dtype: bfloat16
Framework versions
- PEFT 0.4.0
- Library
- peft
- Created
- Sep 20, 2023
- Updated
- Sep 20, 2023