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Zephyr 7B Alpha by HuggingFaceH4

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  Arxiv:2305.18290   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   Dataset:openbmb/ultrafeedback   Dataset:stingning/ultrachat   En   Endpoints compatible   Generated from trainer   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Zephyr 7B Alpha Benchmarks

LMSys ELO: 1041 vs 1272 (so35)-18.2%
MMLU Pro: 19.94
GPQA: 6.38
MUSR: 7.5
BBH: 23.96
IFEval: 51.91 vs 88 (so35)-41%
ARC: 61.01 vs 96.7 (so35)-36.9%
HellaSwag: 84.04 vs 95.3 (gpt4)-11.8%
MMLU: 61.39 vs 88.3 (so35)-30.5%
TruthfulQA: 57.9 vs 59 (gpt4)-1.9%
WinoGrande: 78.61 vs 87.5 (gpt4)-10.2%
GSM8K: 14.03 vs 96.4 (so35)-85.4%
MATH Lvl 5: 1.51
LLME Score: 0.44722
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr 7B Alpha Parameters and Internals

LLM NameZephyr 7B Alpha
Repository 🤗https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-09-16
MaintainerHuggingFaceH4
Model Typemistral
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.8 GB: 8-of-8   1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.8 GB: 8-of-8   0.0 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Zephyr 7B Alpha (HuggingFaceH4/zephyr-7b-alpha)

Quantized Models of the Zephyr 7B Alpha

Model
Likes
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VRAM
Zephyr 7B Alpha GGUF13812853 GB
Zephyr 7B Alpha GGUF01162 GB
Zephyr 7B Alpha GPTQ2617614 GB
Zephyr 7B Alpha GGUF0502 GB
Zephyr 7B Alpha AWQ161964 GB

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Rank the Zephyr 7B Alpha Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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