peft license:cc-by-nc-4.0 region:us
---
library_name: peft
license: cc-by-nc-4.0
---
## What is PetrolLoRA-Yi?
PetrolLoRA-Yi is a roleplay-based finetune of Yi-34B.

## Prompt Format
The LoRA was finetuned with a prompt format similar to the original SuperHOT prototype:
```
---
Characters:
  [char]: [description]
Summary: [scenario]
Instruction: [system prompt]
---
<chat_history>
Format:
[char]: [message]
Human: [message]
```

## 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: float16

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: float16
### Framework versions

- PEFT 0.4.0

- PEFT 0.4.0
