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metadata
library_name: peft
language:
  - en
tags:
  - code
  - text-generation-inference
datasets:
  - theblackcat102/evol-codealpaca-v1

Model Description

Developed by: LeanAI

Model type: text-generation

Finetuned from model: Trelis/Llama-2-7b-chat-hf-sharded-bf16

Model Sources: Llama-2-7b

Licensing and Usage

Llama 2 license

This model is bound by the license & usage restrictions of the original Llama-2 model. And comes with no warranty or gurantees of any kind.

Dataset

The dataset used for training this model: theblackcat102/evol-codealpaca-v1

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: nf4
  • bnb_4bit_use_double_quant: True
  • bnb_4bit_compute_dtype: float16

Framework versions

  • PEFT 0.6.0.dev0