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mpt-7b-lora-cabra3-adapter
Gustrd/mpt-7b-lora-cabra3-adapter
mpt-7b-lora-cabra3-adapter is a machine learning model from Gustrd. 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. The card lists the license as cc-by-3.0.
LoRA adapter created with the procedures detailed at the GitHub repository: https://github.com/gustrd/cabra .
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Repo size
537 MB
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At a glance
- Library
- peft
- License
- cc-by-3.0
- Access
- Public
- Created
- Aug 21, 2023
- Updated
- Sep 19, 2023
- SHA
- 43972bad
Base models
Model card
From the Hugging Face model README
Cabra: A portuguese finetuned instruction commercial model
LoRA adapter created with the procedures detailed at the GitHub repository: https://github.com/gustrd/cabra .
This training was done at 1 epoch using P100 at Kaggle, by around 11 hours, at a random slice of the dataset.
This LoRA adapter was created following the procedure:
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: fp4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float32
Framework versions
- PEFT 0.5.0.dev0
- Library
- peft
- License
- cc-by-3.0
- Languages
- pt
- Created
- Aug 21, 2023
- Updated
- Sep 19, 2023