4bit Model by ari2002

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/l... Base model:unsloth/llama-3-8b-...   Bitsandbytes   En   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

4bit Model Parameters and Internals

LLM Name4bit Model
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM5.8 GB
Updated2024-07-27
Maintainerari2002
Model Typellama
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16
4bit Model (ari2002/4bit_model)

Best Alternatives to 4bit Model

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit0.21024K / 4.5 GB132
...B Instruct Gradient 1048K 8bit0.21024K / 8.6 GB161
...truct Gradient 1048K Bpw6 EXL20.21024K / 6.7 GB112
...truct Gradient 1048K Bpw5 EXL20.21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit0.21024K / 4.5 GB2925
Llama 3 8B Instruct 1048K 8bit0.21024K / 8.6 GB1216
... Gradient 1048K 8.0bpw H8 EXL20.21024K / 8.6 GB103
...ct Gradient 1048K Bpw2.25 EXL20.21024K / 3.4 GB71
...B Instruct 262k V2 EXL2 8.0bpw0.2256K / 8.4 GB410
Llama 3 8B Instruct 262K 2bit0.2256K / 2.5 GB101
Note: green Score (e.g. "73.2") means that the model is better than ari2002/4bit_model.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501