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Rocket 3B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Rocket 3B GPTQ   URL Share it on

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  Arxiv:2101.00027   Arxiv:2305.06161   Arxiv:2305.18290   4-bit   Autotrain compatible   Base model:pansophic/rocket-3b Base model:quantized:pansophic...   Custom code   En   Gptq   Quantized   Region:us   Safetensors   Stablelm epoch
Model Card on HF 🤗: https://huggingface.co/TheBloke/rocket-3B-GPTQ 

Rocket 3B GPTQ Benchmarks

LLME Score: 0.148
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rocket 3B GPTQ (TheBloke/rocket-3B-GPTQ)

Rocket 3B GPTQ Parameters and Internals

LLM NameRocket 3B GPTQ
Repository 🤗https://huggingface.co/TheBloke/rocket-3B-GPTQ 
Model NameRocket 3B
Model Creatorpansophic
Base Model(s)  Rocket 3B   pansophic/rocket-3B
Model Size3b
Required VRAM1.8 GB
Updated2025-02-05
MaintainerTheBloke
Model Typestablelm_epoch
Model Files  1.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStableLMEpochForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typebfloat16

Best Alternatives to Rocket 3B GPTQ

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Context / RAM
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Stable Code 3B GPTQ16K / 1.8 GB3112
Zephyr Quiklang 3B 4K GPTQ4K / 1.8 GB282
Zephyr Quiklang 3B GPTQ4K / 1.8 GB171
Dopeystableplats 3B V1 GPTQ4K / 1.8 GB290
Stablelm Zephyr 3B GPTQ4K / 1.8 GB2012
...ling Stable Lm 3B 4e1t V0 GPTQ4K / 1.8 GB171
Nous Capybara 3B V1.9 GPTQ4K / 1.8 GB178
Akins 3B GPTQ4K / 1.8 GB242
Marx 3B V3 GPTQ4K / 1.8 GB172
Stable Code 3B Mlx16K / 5.6 GB41
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/rocket-3B-GPTQ.

Rank the Rocket 3B GPTQ 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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