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Zephyr Sft Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   Conversational   En   Endpoints compatible   Mistral   Mistral-7b   Quantized   Region:us   Safetensors   Sft   Unsloth   Zephyr
Model Card on HF 🤗: https://huggingface.co/unsloth/zephyr-sft-bnb-4bit 

Zephyr Sft Bnb 4bit Benchmarks

MMLU Pro: 4.46
MUSR: 6.02
BBH: 12.79
IFEval: 28.93 vs 88 (so35)-67.1%
MATH Lvl 5: 0.76
LLME Score: 0.21684
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 (unsloth/zephyr-sft-bnb-4bit)

Zephyr Sft Bnb 4bit Parameters and Internals

Model Type 
transformers
Use Cases 
Areas:
research, commercial applications
Applications:
finetuning for various domains
Primary Use Cases:
faster and memory efficient model finetuning
Additional Notes 
Unsloth tool used for efficient finetuning.
LLM NameZephyr Sft Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/zephyr-sft-bnb-4bit 
Model Size3.9b
Required VRAM4.1 GB
Updated2024-12-22
Maintainerunsloth
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Zephyr Sft Bnb 4bit

Model
Likes
Downloads
VRAM
...eZephir Sft Instruct Ead 16bit05414 GB
Zephq0184 GB
ToxicMist V0.2 7B DPO Gguf174 GB
Zephq004 GB

Best Alternatives to Zephyr Sft Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Spydaz Web AI 026 4bit32K / 4.2 GB230
...cr To Json V1 Bnb 4bit Smashed32K / 4.5 GB330
Mixtral AI SwahiliTron 4BIT32K / 4.1 GB150
Mcqa 4bit32K / 4.1 GB150
Mistral 4bit Bnb32K / 4.1 GB140
Yugo55 GPT V4 4bit32K / 4.1 GB201
Rezephyr Merged 4bit32K / 4.1 GB840
Zephyr DPO 4bit32K / 4.1 GB790
...azWeb AI LCARS Model 001 4 BIT512K / 4.1 GB291
...Text AudioVision Project 4 BIT512K / 4.1 GB141
Note: green Score (e.g. "73.2") means that the model is better than unsloth/zephyr-sft-bnb-4bit.

Rank the Zephyr Sft Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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