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README.md
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@@ -10,7 +10,7 @@ Bitsandbytes quantization of https://huggingface.co/bigcode/starcoder2-3b.
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See https://huggingface.co/blog/4bit-transformers-bitsandbytes for instructions.
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```python
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from transformers import AutoModelForCausalLM
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from transformers import BitsAndBytesConfig
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import torch
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@@ -21,5 +21,8 @@ nf4_config = BitsAndBytesConfig(
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bnb_4bit_compute_dtype=torch.bfloat16
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)
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model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder2-3b", quantization_config=nf4_config)
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model.push_to_hub("onekq-ai/starcoder2-3b-bnb-4bit")
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```
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See https://huggingface.co/blog/4bit-transformers-bitsandbytes for instructions.
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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from transformers import BitsAndBytesConfig
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import torch
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bnb_4bit_compute_dtype=torch.bfloat16
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)
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model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder2-3b", quantization_config=nf4_config)
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tokenizer = AutoTokenizer.from_pretrained("bigcode/starcoder2-3b")
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model.push_to_hub("onekq-ai/starcoder2-3b-bnb-4bit")
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tokenizer.push_to_hub("onekq-ai/starcoder2-3b-bnb-4bit")
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```
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