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Zephyr 7B Alpha GPTQ by TheBloke

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  Arxiv:2305.18290   4-bit   Autotrain compatible Base model:huggingfaceh4/zephy... Base model:quantized:huggingfa...   Dataset:openbmb/ultrafeedback   Dataset:stingning/ultrachat   En   Generated from trainer   Gptq   Mistral   Quantized   Region:us   Safetensors

Zephyr 7B Alpha GPTQ Benchmarks

LLME Score: 0.18868
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 GPTQ Parameters and Internals

LLM NameZephyr 7B Alpha GPTQ
Repository 🤗https://huggingface.co/TheBloke/zephyr-7B-alpha-GPTQ 
Model NameZephyr 7B Alpha
Model CreatorHugging Face H4
Base Model(s)  Zephyr 7B Alpha   HuggingFaceH4/zephyr-7b-alpha
Model Size7b
Required VRAM4.2 GB
Updated2024-09-20
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16
Zephyr 7B Alpha GPTQ (TheBloke/zephyr-7B-alpha-GPTQ)

Quantized Models of the Zephyr 7B Alpha GPTQ

Model
Likes
Downloads
VRAM
LMS Chatbot050 GB
Zephyr 7B Alpha GPTQ150 GB
Thesa130 GB
Zephyr Support Chatbot100 GB
Zephyr Support Chatbot100 GB

Best Alternatives to Zephyr 7B Alpha GPTQ

Best Alternatives
Context / RAM
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...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB21364211
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB2938520
Microsoft WizardLM 2 7B GPTQ32K / 4.2 GB39500
Mistral 7B Instruct V0.1 GPTQ32K / 4.2 GB34113775
...tral 7B Instruct 32K GPTQ INT832K / 7.7 GB17321
...ephyr 7B Beta Channelwise Gptq32K / 4 GB251290
Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB4991447
Mistral 7B V0.1 GPTQ32K / 4.2 GB15253735
Mistral 7B OpenOrca GPTQ32K / 4.2 GB76921100
...hyr 7B Beta Channelwise Marlin32K / 4 GB79840
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-7B-alpha-GPTQ.

Rank the Zephyr 7B Alpha GPTQ 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 v2024072803
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