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mistral-instruct-7b-cot-neftune
Technonia/mistral-instruct-7b-cot-neftune
mistral-instruct-7b-cot-neftune is a machine learning model from Technonia. 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.
Finetuned the mistralai/Mistral-7B-Instruct-v0.1 model on kaist-ai/CoT-Collection dataset.
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At a glance
- Library
- peft
- Access
- Public
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023
- SHA
- d4f9052a
Model card
From the Hugging Face model README
Overview
Finetuned the mistralai/Mistral-7B-Instruct-v0.1 model on kaist-ai/CoT-Collection dataset.
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: False
- bnb_4bit_compute_dtype: float16
Framework versions
- PEFT 0.5.0
- Library
- peft
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023