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Rocket 3B by pansophic

 »  All LLMs  »  pansophic  »  Rocket 3B   URL Share it on

  1668   
  Arxiv:2101.00027   Arxiv:2305.06161   Arxiv:2305.18290   Autotrain compatible Base model:finetune:stabilitya... Base model:stabilityai/stablel...   En   Endpoints compatible   Pytorch   Region:us   Safetensors   Stablelm

Rocket 3B Benchmarks

ARC: 50.6 vs 96.7 (so35)-47.7%
HellaSwag: 76.69 vs 95.3 (gpt4)-19.5%
MMLU: 47.1 vs 88.3 (so35)-46.7%
TruthfulQA: 55.82 vs 59 (gpt4)-5.4%
WinoGrande: 67.96 vs 87.5 (gpt4)-22.3%
GSM8K: 36.47 vs 96.4 (so35)-62.2%
LLME Score: 0.23109
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Rocket 3B Parameters and Internals

LLM NameRocket 3B
Repository 🤗https://huggingface.co/pansophic/rocket-3B 
Base Model(s)  Stablelm 3B 4e1t   stabilityai/stablelm-3b-4e1t
Model Size3b
Required VRAM5.6 GB
Updated2024-09-18
Maintainerpansophic
Model Typestablelm
Model Files  5.6 GB   5.6 GB
Supported Languagesen
Model ArchitectureStableLmForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.38.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typebfloat16
Rocket 3B (pansophic/rocket-3B)

Quantized Models of the Rocket 3B

Model
Likes
Downloads
VRAM
Rocket 3B GGUF3437031 GB
Rocket 3B GPTQ0211 GB

Best Alternatives to Rocket 3B

Best Alternatives
Context / RAM
Downloads
Likes
...t 3B Mix Spider Bird 200 Steps16K / 5.6 GB60
... Instruct 3B Spider 3500 Steps16K / 11.2 GB50
Stablelm 3B 4e1t4K / 5.6 GB109527306
Stablelm Zephyr 3B4K / 5.6 GB7984244
Machroom 3B Model Stock4K / 5.6 GB1060
ReMask 3B4K / 11.2 GB7914
Stablelm 4e1t 2B V0.14K / 4 GB50
Zephyr Sumbot All Songs4K / 5.6 GB91
Canvers Slm Ov V14K / 2.8 GB60
Ft Stablelm Zephyr 3B4K / 2.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than pansophic/rocket-3B.

Rank the Rocket 3B Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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