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Buzz 3B Small V0.6.3 by H-D-T

 »  All LLMs  »  H-D-T  »  Buzz 3B Small V0.6.3   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:h-d-t/buzz... Base model:h-d-t/buzz-3b-small...   Conversational   Dataset:h-d-t/buzz   Dataset:h-d-t/buzz-slice-1-10   Dataset:h-d-t/buzz-slice-2-10   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/H-D-T/Buzz-3b-small-v0.6.3 

Buzz 3B Small V0.6.3 Benchmarks

LLME Score: 0.18669
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Buzz 3B Small V0.6.3 (H-D-T/Buzz-3b-small-v0.6.3)

Buzz 3B Small V0.6.3 Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Chat-style interactions, writing code, character playing, task breakdown, tutorials, step-by-step walkthroughs, data analysis, mathematical calculations
Limitations:
The model's outputs may have some degree of inaccuracy
Additional Notes 
The model is a checkpoint 2/10ths of the way through the buzz dataset, trained for only a single epoch.
Training Details 
Data Sources:
H-D-T/Buzz-slice-1-10, H-D-T/Buzz-slice-2-10
Data Volume:
6.2 million examples
Model Architecture:
llama 3 chat template
LLM NameBuzz 3B Small V0.6.3
Repository 🤗https://huggingface.co/H-D-T/Buzz-3b-small-v0.6.3 
Base Model(s)  H-D-T/Buzz-3b-small-v0.6.3   H-D-T/Buzz-3b-small-v0.6.3
Model Size3b
Required VRAM8.7 GB
Updated2025-02-22
MaintainerH-D-T
Model Typellama
Model Files  5.0 GB: 1-of-2   3.7 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
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-3b-small-v0.6.3.

Rank the Buzz 3B Small V0.6.3 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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