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

OpenChat 3.5 0106 10.7B 48Layers Appended by Pretergeek

 »  All LLMs  »  Pretergeek  »  OpenChat 3.5 0106 10.7B 48Layers Appended   URL Share it on

  19   
  Merged Model   Arxiv:2401.02415   Autotrain compatible Base model:finetune:openchat/o... Base model:openchat/openchat-3...   Conversational   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended 

OpenChat 3.5 0106 10.7B 48Layers Appended Benchmarks

MMLU Pro: 25.44
GPQA: 7.61
MUSR: 11.78
BBH: 24.06
IFEval: 59.61 vs 88 (so35)-32.3%
MATH Lvl 5: 7.78
LLME Score: 0.28055
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenChat 3.5 0106 10.7B 48Layers Appended (Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended)

OpenChat 3.5 0106 10.7B 48Layers Appended Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a unique merge created using Mergekit's passthrough method, utilizing a Block Expansion approach described in the LLaMA Pro paper. It is designed to improve performance by adding layers to the model's end, aiming for better task understanding.
LLM NameOpenChat 3.5 0106 10.7B 48Layers Appended
Repository 🤗https://huggingface.co/Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended 
Base Model(s)  openchat/openchat-3.5-0106   openchat/openchat-3.5-0106
Merged ModelYes
Model Size10.7b
Required VRAM21.4 GB
Updated2024-12-22
MaintainerPretergeek
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   5.0 GB: 4-of-5   1.7 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16

Best Alternatives to OpenChat 3.5 0106 10.7B 48Layers Appended

Best Alternatives
Context / RAM
Downloads
Likes
PiVoT 10.7B Mistral V0.232K / 21.4 GB51545
Barely Regal 10.7B32K / 21.5 GB190
Quintellect 10.7B32K / 21.4 GB903
Chikuma 10.7B32K / 21.4 GB3015
Multi Verse Model 10.7B32K / 21.5 GB171
PrimaSumika 10.7B 128K32K / 21.5 GB261
Longcat 10.7B32K / 21.5 GB233
PiVoT 10.7B Mistral V0.2 RP32K / 21.4 GB7207
... Loyal Mistral Maid 32K V0.2 A32K / 21.5 GB291
Chikuma 10.7B V232K / 21.4 GB2221

Rank the OpenChat 3.5 0106 10.7B 48Layers Appended 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? 40066 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 v20241217
  Support LLM Explorer