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Context Aware Splitter 1B by mhenrichsen

 »  All LLMs  »  mhenrichsen  »  Context Aware Splitter 1B   URL Share it on

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  Autotrain compatible   Da Dataset:mhenrichsen/context-aw...   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mhenrichsen/context-aware-splitter-1b 

Context Aware Splitter 1B Benchmarks

LLME Score: 0.13897
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Context Aware Splitter 1B (mhenrichsen/context-aware-splitter-1b)

Context Aware Splitter 1B Parameters and Internals

Model Type 
text splitter, Retrieval Augmented Generation
Use Cases 
Areas:
text processing
Primary Use Cases:
text segmentation
Additional Notes 
The model is instructed to divide text into meaningful separate parts that can be read independently.
Supported Languages 
language (da), proficiency (unknown)
Training Details 
Data Sources:
mhenrichsen/context-aware-splits
Data Volume:
13.4 million tokens
Input Output 
Input Format:
text input format with word count specification
Accepted Modalities:
text
Output Format:
dictionary with 'splits' and 'topic'
LLM NameContext Aware Splitter 1B
Repository 🤗https://huggingface.co/mhenrichsen/context-aware-splitter-1b 
Model Size1b
Required VRAM2.2 GB
Updated2024-12-22
Maintainermhenrichsen
Model Typellama
Model Files  2.2 GB   2.2 GB
Supported Languagesda
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8194
Model Max Length8194
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than mhenrichsen/context-aware-splitter-1b.

Rank the Context Aware Splitter 1B 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 v20241217
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