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Quantized Granite 4bit 3B Code Instruct by RyanJT

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/RyanJT/quantized-granite-4bit-3b-code-instruct 

Quantized Granite 4bit 3B Code Instruct Benchmarks

LLME Score: 0.17748
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 (RyanJT/quantized-granite-4bit-3b-code-instruct)

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
Updated2025-06-01
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 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
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB14021210
Llama32 3B En Emo 2000 Stp128K / 2.2 GB330
Llama32 3B En Emo 300 Stp128K / 2.2 GB70
Llama32 3B En Emo 5000 Stp128K / 2.2 GB160
Llama32 3B En Emo 1000 Stp128K / 2.2 GB70
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB01
ReasoningCore 3B 0128K / 6.5 GB162
....1 Pretrained Unsloth Bnb 4bit128K / 2.5 GB35633
Security Llama3.2 3B128K / 6.5 GB190
Llama 3.2 3B Unsloth Bnb 4bit128K / 2.4 GB107811
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 v20241227
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