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falcon-rw-1b_8bit_finetuned
MichaelAI23/falcon-rw-1b_8bit_finetuned
falcon-rw-1b_8bit_finetuned is a machine learning model from MichaelAI23. 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 apache-2.0.
This is a Falcon 1B model that was finetuned on the MichaelAI23/hotelrequests dataset. LoRA was used for the training in combination with 8-bit quantization.
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Sep 11, 2023
- Updated
- Feb 29, 2024
- SHA
- 96c2d540
Base models
Datasets
Model card
From the Hugging Face model README
Training procedure
This is a Falcon 1B model that was finetuned on the MichaelAI23/hotel_requests dataset. LoRA was used for the training in combination with 8-bit quantization.
The following bitsandbytes quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: True
- load_in_4bit: False
- 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 0.6.0.dev0
- Library
- peft
- License
- apache-2.0
- Languages
- en
- Created
- Sep 11, 2023
- Updated
- Feb 29, 2024