BM25Chunk by yuzhaouoe

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  Arxiv:1910.09700   Arxiv:2402.13991   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/yuzhaouoe/BM25Chunk 

BM25Chunk Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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BM25Chunk Parameters and Internals

LLM NameBM25Chunk
Repository ๐Ÿค—https://huggingface.co/yuzhaouoe/BM25Chunk 
Model Size1.3b
Required VRAM5.4 GB
Updated2025-06-09
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
BM25Chunk (yuzhaouoe/BM25Chunk)

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Llama 1.3B 32K32K / 2.6 GB112
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Sam Reason S116K / 2.7 GB883
Sam Reason S1.516K / 2.7 GB351
Deepseek Coder 1.3B Instruct16K / 2.7 GB66891131
Llm4decompile 1.3B V216K / 2.7 GB8888
...c Deepseek Coder 1.3B Instruct16K / 5.4 GB180
CursorCore DS 1.3B LC16K / 2.7 GB390
CursorCore DS 1.3B SR16K / 2.7 GB211
CursorCore DS 1.3B16K / 2.7 GB220
Note: green Score (e.g. "73.2") means that the model is better than yuzhaouoe/BM25Chunk.

Rank the BM25Chunk 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 v20241124