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Quantized Granite 4bit 3B Code Instruct by RyanJT

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Quantized Granite 4bit 3B Code Instruct Benchmarks

LLME Score: 0.22632
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Quantized Granite 4bit 3B Code Instruct Parameters and Internals

LLM NameQuantized Granite 4bit 3B Code Instruct
Repository 🤗https://huggingface.co/RyanJT/quantized-granite-4bit-3b-code-instruct 
Model Size3b
Required VRAM2 GB
Updated2024-09-06
MaintainerRyanJT
Model Typellama
Instruction-BasedYes
Model Files  2.0 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.42.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat16
Quantized Granite 4bit 3B Code Instruct (RyanJT/quantized-granite-4bit-3b-code-instruct)

Quantized Models of the Quantized Granite 4bit 3B Code Instruct

Model
Likes
Downloads
VRAM
Trained Quant 4bit050 GB

Best Alternatives to Quantized Granite 4bit 3B Code Instruct

Best Alternatives
Context / RAM
Downloads
Likes
...3b V2 Python Instruct 0.1 4bit8K / 2.5 GB50
...ma 3b V2 Python Instruct 0.1.28K / 6.9 GB50
PRIME 3B8K / 5.8 GB21
... Granite 8bit 3B Code Instruct2K / 3.6 GB50
Llama 3.1 Mini Instruct128K / 6.1 GB760
Granite 3B Code Instruct 128K125K / 7 GB5412
Granite 3B Code Instruct2K / 7 GB731329
Granite 3B Code Instruct 2K2K / 7 GB622829
KhanomTanLLM 3B Instruct2K / 6.9 GB640
KhanomTanLLM 3B Instruct2K / 6.9 GB220
Note: green Score (e.g. "73.2") means that the model is better than RyanJT/quantized-granite-4bit-3b-code-instruct.

Rank the Quantized Granite 4bit 3B Code Instruct 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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