Modelpublic

Norquinal/PetrolLoRA-Yi-34B

sourceHugging Facecc-by-nc-4.0updated 3y agoView on Hugging Face

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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:

—loadin8bit: False
—loadin4bit: True
—llmint8threshold: 6.0
—llmint8skip_modules: None
—llmint8enablefp32cpu_offload: False
—llmint8hasfp16weight: False
—bnb4bitquant_type: nf4
—bnb4bitusedoublequant: False
—bnb4bitcompute_dtype: float16

The following bitsandbytes quantization config was used during training:

—loadin8bit: False
—loadin4bit: True
—llmint8threshold: 6.0
—llmint8skip_modules: None
—llmint8enablefp32cpu_offload: False
—llmint8hasfp16weight: False
—bnb4bitquant_type: nf4
—bnb4bitusedoublequant: False
—bnb4bitcompute_dtype: float16

Framework versions

—PEFT 0.4.0

—PEFT 0.4.0