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Quantized Granite 8bit 3B Code Instruct by RyanJT

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  8-bit   8bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors

Quantized Granite 8bit 3B Code Instruct Benchmarks

LLME Score: 0.21432
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Quantized Granite 8bit 3B Code Instruct Parameters and Internals

LLM NameQuantized Granite 8bit 3B Code Instruct
Repository 🤗https://huggingface.co/RyanJT/quantized-granite-8bit-3b-code-instruct 
Model Size3b
Required VRAM3.6 GB
Updated2024-09-07
MaintainerRyanJT
Model Typellama
Instruction-BasedYes
Model Files  3.6 GB
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.42.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat16
Quantized Granite 8bit 3B Code Instruct (RyanJT/quantized-granite-8bit-3b-code-instruct)

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Llama 3.2 3B Instruct Bnb 4bit128K / 2.2 GB27710612
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TaraV1 M16B128K / 6.5 GB5480
...ruct Gptqmodel 4bit Vortext V3128K / 3.2 GB1482
...nstruct Medical Conversational128K / 6.5 GB9736
Reasoning Llama 3B V0.1128K / 6.5 GB4679
RunpodV1 Merged 16bit128K /  GB2870
...Gb Safetensor Experiment 16bit128K / 6.5 GB2710
...ma 3.2 3B Instruct XMADai 4bit128K /  GB466
Note: green Score (e.g. "73.2") means that the model is better than RyanJT/quantized-granite-8bit-3b-code-instruct.

Rank the Quantized Granite 8bit 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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