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Description
I am now trying to finetune a llama3 model. I am using unsloth,
from unsloth import FastLanguageModel
Then I load Llama3 model.
model, tokenizer = FastLanguageModel.from_pretrained(
model_name = "unsloth/llama-3-8b-bnb-4bit",
max_seq_length = max_seq_length,
dtype = None,
load_in_4bit = True,
)
I am running my script on CS Code, and my python and script are on WSL. My system info is as below:
==((====))== Unsloth: Fast Llama patching release 2024.5
\\ /| GPU: NVIDIA GeForce RTX 4090. Max memory: 23.988 GB. Platform = Linux.
O^O/ \_/ \ Pytorch: 2.1.0+cu121. CUDA = 8.9. CUDA Toolkit = 12.1.
\ / Bfloat16 = TRUE. Xformers = 0.0.22.post7. FA = False.
"-____-" Free Apache license: http://github.com/unslothai/unsloth
Now I run into this error:
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In[7], line 2
1 # 2. Load Llama3 model
----> 2 model, tokenizer = FastLanguageModel.from_pretrained(
3 model_name = "unsloth/llama-3-8b-bnb-4bit",
4 max_seq_length = max_seq_length,
5 dtype = None,
6 load_in_4bit = True,
7 )
File ~/miniconda/envs/llama3/lib/python3.9/site-packages/unsloth/models/loader.py:142, in FastLanguageModel.from_pretrained(model_name, max_seq_length, dtype, load_in_4bit, token, device_map, rope_scaling, fix_tokenizer, trust_remote_code, use_gradient_checkpointing, resize_model_vocab, *args, **kwargs)
139 tokenizer_name = None
140 pass
--> 142 model, tokenizer = dispatch_model.from_pretrained(
143 model_name = model_name,
144 max_seq_length = max_seq_length,
145 dtype = dtype,
146 load_in_4bit = load_in_4bit,
147 token = token,
148 device_map = device_map,
149 rope_scaling = rope_scaling,
150 fix_tokenizer = fix_tokenizer,
151 model_patcher = dispatch_model,
152 tokenizer_name = tokenizer_name,
...
96 "You have a version of `bitsandbytes` that is not compatible with 4bit inference and training"
97 " make sure you have the latest version of `bitsandbytes` installed"
98 )
I tried to update my bitsandbytes, with pip install bitsandbytes, it says all the requirements are satisfied.
Would anyone please help?
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