UniChunk by yuzhaouoe

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  Arxiv:1910.09700   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/yuzhaouoe/UniChunk 

UniChunk Benchmarks

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

UniChunk Parameters and Internals

LLM NameUniChunk
Repository ๐Ÿค—https://huggingface.co/yuzhaouoe/UniChunk 
Model Size1.3b
Required VRAM5.4 GB
Updated2025-02-22
Maintaineryuzhaouoe
Model Typellama
Model Files  5.0 GB: 1-of-2   0.4 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.38.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat32

Best Alternatives to UniChunk

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Llama 1.3B 32K32K / 2.6 GB1752
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Deepseek Coder 1.3B Instruct16K / 2.7 GB64461113
...c Deepseek Coder 1.3B Instruct16K / 5.4 GB740
Llm4decompile 1.3B V216K / 2.7 GB6748
CursorCore DS 1.3B SR16K / 2.7 GB1630
CursorCore DS 1.3B LC16K / 2.7 GB1620
CursorCore DS 1.3B16K / 2.7 GB1610
Speechless Coder Ds 1.3B16K / 2.7 GB18680
Deepseek Coder 1.3B Base16K / 2.7 GB6689383
Note: green Score (e.g. "73.2") means that the model is better than yuzhaouoe/UniChunk.

Rank the UniChunk Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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