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Buzz 8B Large V0.5 by H-D-T

 »  All LLMs  »  H-D-T  »  Buzz 8B Large V0.5   URL Share it on

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  Arxiv:1712.07628   Arxiv:1903.01435   Arxiv:2306.02707   Arxiv:2310.05914   Arxiv:2403.08763   Alignment-lab-ai   Autotrain compatible   Axolotl Base model:alignment-lab-ai/ne... Base model:finetune:alignment-...   Dataset:h-d-t/buzz   En   Endpoints compatible   Llama   Meta-llama-3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/H-D-T/Buzz-8b-Large-v0.5 

Buzz 8B Large V0.5 Benchmarks

ARC: 60.84 vs 96.7 (so35)-37.1%
HellaSwag: 81.9 vs 95.3 (gpt4)-14.1%
MMLU: 64 vs 88.3 (so35)-27.5%
TruthfulQA: 50.54 vs 59 (gpt4)-14.3%
WinoGrande: 77.11 vs 87.5 (gpt4)-11.9%
GSM8K: 57.62 vs 96.4 (so35)-40.2%
LLME Score: 0.18999
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Buzz 8B Large V0.5 (H-D-T/Buzz-8b-Large-v0.5)

Buzz 8B Large V0.5 Parameters and Internals

Model Type 
language model, text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
The model is described as a completions model, meaning it can generate text based on a given prompt.
Supported Languages 
en (full)
Training Details 
Data Sources:
The Buzz Dataset
Methodology:
Iterative fine-tuning with grounding distributions from previous epochs
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
Performance Tips:
To perform conversational tasks reliably, append <|end_of_text|>\n<|begin_of_text|>assistant: to the end of your prompt.
LLM NameBuzz 8B Large V0.5
Repository 🤗https://huggingface.co/H-D-T/Buzz-8b-Large-v0.5 
Base Model(s)  Alignment-Lab-AI/Neural-network-medium-untuned-theta   Alignment-Lab-AI/Neural-network-medium-untuned-theta
Model Size8b
Required VRAM16.1 GB
Updated2025-05-15
MaintainerH-D-T
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than H-D-T/Buzz-8b-Large-v0.5.

Rank the Buzz 8B Large V0.5 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  

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Release v20241227
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