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 128K by CallComply

 ยป  All LLMs  ยป  CallComply  ยป  Zephyr 7B Beta 128K   URL Share it on

  11   
  Arxiv:2305.18290   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   Region:us   Safetensors   Sharded   Tensorflow

Zephyr 7B Beta 128K Benchmarks

ARC: 58.28 vs 96.7 (so35)-39.7%
HellaSwag: 81 vs 95.3 (gpt4)-15%
MMLU: 53.57 vs 88.3 (so35)-39.3%
TruthfulQA: 46.1 vs 59 (gpt4)-21.9%
WinoGrande: 74.74 vs 87.5 (gpt4)-14.6%
GSM8K: 13.04 vs 96.4 (so35)-86.5%
LLME Score: 0.19731
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 128K Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model can produce problematic outputs when prompted as it is not aligned with human preferences for safety.
Supported Languages 
primary (English)
Training Details 
Data Sources:
UltraChat dataset, openbmb/UltraFeedback
Methodology:
Direct Preference Optimization (DPO)
Model Architecture:
7B parameter GPT-like model
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
7B
Notes:
Zephyr-7B-ฮฒ is the second model in the Zephyr series and demonstrates improved performance using Direct Preference Optimization.
LLM NameZephyr 7B Beta 128K
Repository ๐Ÿค—https://huggingface.co/CallComply/zephyr-7b-beta-128k 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-11-21
MaintainerCallComply
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Zephyr 7B Beta 128K (CallComply/zephyr-7b-beta-128k)

Best Alternatives to Zephyr 7B Beta 128K

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB25148
MegaBeam Mistral 7B 512K512K / 14.4 GB1478743
SpydazWeb AI HumanAI RP512K / 14.4 GB971
SpydazWeb AI HumanAI 002512K / 14.4 GB171
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB312215
Hebrew Mistral 7B 200K256K / 30 GB318315
Astral 256K 7B250K / 14.4 GB130
Astral 256K 7B V2250K / 14.4 GB120
Boptruth Agatha 7B128K / 14.4 GB5360
Note: green Score (e.g. "73.2") means that the model is better than CallComply/zephyr-7b-beta-128k.

Rank the Zephyr 7B Beta 128K Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 38149 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 v20241110
  Support LLM Explorer