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mpt-7b-guanaco-qlora
ybelkada/mpt-7b-guanaco-qlora
mpt-7b-guanaco-qlora is a machine learning model from ybelkada. 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 following bitsandbytes quantization config was used during training: - loadin8bit: False - loadin4bit: True - llmint8threshold: 6.0 - llmint8skipmodules: None - llmint8enablefp32cpuoffload: False - llmint8hasfp16w…
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At a glance
- Library
- peft
- Access
- Public
- Created
- Jul 21, 2023
- Updated
- Jul 21, 2023
- SHA
- a0706ec5
Model card
From the Hugging Face model README
Quickstart
from peft import AutoPeftModelForCausalLM
from transformers import AutoTokenizer
model = AutoPeftModelForCausalLM.from_pretrained("ybelkada/mpt-7b-guanaco-qlora", load_in_4bit=True)
tok = AutoTokenizer.from_pretrained("ybelkada/mpt-7b-guanaco-qlora")
Training procedure
The following bitsandbytes quantization config was used during training:
- 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
- Created
- Jul 21, 2023
- Updated
- Jul 21, 2023