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

OpenBezoar HH RLHF DPO by SurgeGlobal

 »  All LLMs  »  SurgeGlobal  »  OpenBezoar HH RLHF DPO   URL Share it on

  15   

OpenBezoar HH RLHF DPO is an open-source language model by SurgeGlobal. Features: 3b LLM, VRAM: 6.8GB, Context: 2K, License: cc-by-nc-4.0, HF Score: 42.1, LLM Explorer Score: 0.13, Arc: 43.7, HellaSwag: 74, MMLU: 26.9, TruthfulQA: 36.3, WinoGrande: 68, GSM8K: 3.4.

  Arxiv:2305.18290   Arxiv:2306.02707   Arxiv:2404.12195   Autotrain compatible Base model:finetune:surgegloba... Base model:surgeglobal/openbez...   Dataset:anthropic/hh-rlhf   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/SurgeGlobal/OpenBezoar-HH-RLHF-DPO 

OpenBezoar HH RLHF DPO Benchmarks

ARC: 43.69 vs 96.7 (so35)-54.8%
HellaSwag: 73.96 vs 95.3 (gpt4)-22.4%
MMLU: 26.91 vs 88.3 (so35)-69.5%
TruthfulQA: 36.3 vs 59 (gpt4)-38.5%
WinoGrande: 68.03 vs 87.5 (gpt4)-22.3%
GSM8K: 3.41 vs 96.4 (so35)-96.5%
LLME Score: 0.13106
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenBezoar HH RLHF DPO (SurgeGlobal/OpenBezoar-HH-RLHF-DPO)
🌟 Advertise your project 🚀

OpenBezoar HH RLHF DPO Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
The model might not consistently show improved abilities to follow instructions, and it could respond inappropriately or get stuck in loops., Although this model is aligned to human preferences and has been evaluated for performance, it is not guaranteed that it will refrain from generating harmful content exclusively., Caution is urged against relying on this model for production or adjacent use-cases.
Training Details 
Data Sources:
Anthropic's HH-RLHF Dataset
Data Volume:
First 100K examples
Methodology:
Direct Preference Optimization (DPO)
Model Architecture:
OpenLLaMA 3B v2 architecture
Input Output 
Input Format:
Modified version of the Alpaca prompt template
Performance Tips:
Utilize the Alpaca prompt template to obtain best responses for instruction-related tasks.
LLM NameOpenBezoar HH RLHF DPO
Repository 🤗https://huggingface.co/SurgeGlobal/OpenBezoar-HH-RLHF-DPO 
Base Model(s)  OpenBezoar HH RLHF SFT   SurgeGlobal/OpenBezoar-HH-RLHF-SFT
Model Size3b
Required VRAM6.8 GB
Updated2025-09-23
MaintainerSurgeGlobal
Model Typellama
Model Files  6.8 GB   6.8 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to OpenBezoar HH RLHF DPO

Best Alternatives
Context / RAM
Downloads
Likes
Nanbeige4.1 3B256K / 7.9 GB6765721019
Nanbeige4.1 3B Heretic256K / 7.9 GB61647
Nanbeige4.1 3B Bf16256K / 7.9 GB2643
Nanbeige4.1 3B Heretic256K / 7.9 GB60
ISA 03 Mini 3B Hybrid Preview256K / 6.5 GB8514
Llama 3.2 3B Instruct128K / 6.5 GB16749181724
Llama 3.2 3B128K / 6.5 GB1266692728
Llama 3.2 3B Instruct128K / 6.5 GB14269
Hermes 3 Llama 3.2 3B128K / 6.5 GB6378176
Llama 3.2 3B RP Toxic Fuse128K / 6.4 GB42
Note: green Score (e.g. "73.2") means that the model is better than SurgeGlobal/OpenBezoar-HH-RLHF-DPO.

Rank the OpenBezoar HH RLHF DPO 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? 52721 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.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer