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Zephyr Sft Bnb 4bit by unsloth

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Zephyr Sft Bnb 4bit Benchmarks

LLME Score: 0.21878
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr Sft Bnb 4bit Parameters and Internals

LLM NameZephyr Sft Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/zephyr-sft-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2024-09-08
Maintainerunsloth
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Zephyr Sft Bnb 4bit (unsloth/zephyr-sft-bnb-4bit)

Quantized Models of the Zephyr Sft Bnb 4bit

Model
Likes
Downloads
VRAM
Zephq0204 GB
ToxicMist V0.2 7B DPO Gguf1134 GB
Zephq004 GB

Best Alternatives to Zephyr Sft Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB4929321
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB118118
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB271
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB71
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB5831
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5882314
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2446812
Mistral V0.3 7B ORPO32K / 14.5 GB901
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB361
Note: green Score (e.g. "73.2") means that the model is better than unsloth/zephyr-sft-bnb-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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