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Starcoder2 7B Int4 Ov by OpenVINO

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Starcoder2 7B Int4 Ov is an open-source language model by OpenVINO. Features: 7b LLM, VRAM: 3.8GB, Context: 16K, License: bigcode-openrail-m, LLM Explorer Score: 0.13.

  Autotrain compatible   Endpoints compatible   Openvino   Region:us   Starcoder2
Model Card on HF 🤗: https://huggingface.co/OpenVINO/starcoder2-7b-int4-ov 

Starcoder2 7B Int4 Ov Benchmarks

LLME Score: 0.13491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 7B Int4 Ov (OpenVINO/starcoder2-7b-int4-ov)
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Starcoder2 7B Int4 Ov Parameters and Internals

LLM NameStarcoder2 7B Int4 Ov
Repository 🤗https://huggingface.co/OpenVINO/starcoder2-7b-int4-ov 
Model Size7b
Required VRAM3.8 GB
Updated2024-07-31
MaintainerOpenVINO
Model Typestarcoder2
Model Files  3.8 GB
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.40.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu

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...Starcoder2 7B Bnb 4bit Smashed16K / 4.4 GB60
Starcoder2 7B 4bit16K / 4.4 GB2742
Note: green Score (e.g. "73.2") means that the model is better than OpenVINO/starcoder2-7b-int4-ov.

Rank the Starcoder2 7B Int4 Ov 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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