LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Zephyr 7B Beta by HuggingFaceH4

 »  All LLMs  »  HuggingFaceH4  »  Zephyr 7B Beta   URL Share it on

  1291163   
  Arxiv:2305.14233   Arxiv:2305.18290   Arxiv:2310.01377   Arxiv:2310.16944   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Endpoints compatible   Generated from trainer   Mistral   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Zephyr 7B Beta Benchmarks

LMSys ELO: 1054 vs 1272 (so35)-17.1%
MMLU Pro: 19.79
GPQA: 5.37
MUSR: 7.73
BBH: 21.49
IFEval: 49.5 vs 88 (so35)-43.8%
ARC: 62.03 vs 96.7 (so35)-35.9%
HellaSwag: 84.53 vs 95.3 (gpt4)-11.3%
MMLU: 61.06 vs 88.3 (so35)-30.8%
TruthfulQA: 57.44 vs 59 (gpt4)-2.6%
WinoGrande: 78.06 vs 87.5 (gpt4)-10.8%
GSM8K: 11.37 vs 96.4 (so35)-88.2%
MATH Lvl 5: 2.42
LLME Score: 0.50463
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr 7B Beta Parameters and Internals

LLM NameZephyr 7B Beta
Repository 🤗https://huggingface.co/HuggingFaceH4/zephyr-7b-beta 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-10-18
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
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Zephyr 7B Beta (HuggingFaceH4/zephyr-7b-beta)

Quantized Models of the Zephyr 7B Beta

Model
Likes
Downloads
VRAM
Zephyr 7B Beta Marlin0112694 GB
Zephyr 7B Beta GGUF222137623 GB
Dj Zephyr 7B F16 GGUF14114 GB
Dj Zephyr 7B Q5 K M GGUF0365 GB
Zephyr 7B Beta GPTQ55126244 GB
Zephyr 7B Beta GGUF015433 GB
Zephyr 7B Beta AWQ3871074 GB
Zephyr 7B Beta GGUF03922 GB
Zephyr 7B Beta GPTQ1124 GB
Vietzephyr 7B Lora 8bit090 GB

Best Alternatives to Zephyr 7B Beta

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB21756
MegaBeam Mistral 7B 512K512K / 14.4 GB252641
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB106115
Hebrew Mistral 7B 200K256K / 30 GB267715
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB80
Boptruth Agatha 7B128K / 14.4 GB6080
Buddhi 128K Chat 7B128K / 14.4 GB130115
Test001128K / 14.5 GB50

Rank the Zephyr 7B Beta Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

What open-source LLMs or SLMs are you in search of? 36966 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
  Support LLM Explorer