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alpaca-2-7b-persian
iamshnoo/alpaca-2-7b-persian
alpaca-2-7b-persian is a machine learning model from iamshnoo. 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-4.0.
This represents the PEFT weights only. The base model is LLaMA 2. Instruction finetuning was done using 4 bit QLoRA on a single A100 GPU with the PEFT config as given below. The dataset used for this instruction finet…
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At a glance
- Library
- peft
- License
- cc-by-4.0
- Access
- Public
- Created
- Aug 1, 2023
- Updated
- Sep 20, 2023
- SHA
- 99a36da1
Base models
Datasets
Model card
From the Hugging Face model README
This represents the PEFT weights only. The base model is LLaMA 2. Instruction finetuning was done using 4 bit QLoRA on a single A100 GPU with the PEFT config as given below. The dataset used for this instruction finetuning process is a translated version of the cleaned alpaca dataset (translated using NLLB-1.3B).
Do note that this model might have inferior performance on some language specific tasks compared to full finetuning or a different base model trained with more language specific data.
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: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
Framework versions
- PEFT 0.4.0
- Library
- peft
- License
- cc-by-4.0
- Languages
- fa, en
- Created
- Aug 1, 2023
- Updated
- Sep 20, 2023