Model Description
This is a chat model specialized for SQL, which has been fine-tuned based on the 'Mistral-7B-Instruct-v0.1' using 'sql-create-context' datasets.
SQLに特化したMistral-7Bモデルです(普段のクエリ書くために作りました、よろしければ試してみてください)
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 0.6.0.dev0
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Model tree for kanxxyc/Mistral-7B-SQLTuned
Base model
mistralai/Mistral-7B-v0.1
Finetuned
mistralai/Mistral-7B-Instruct-v0.1