Needle by Cactus-Compute

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Needle is an open-source language model by Cactus-Compute. Features: LLM, License: mit, LLM Explorer Score: 0.3.

  Custom   Edge   Encoder-decoder   Flax   Function-calling   Jax   On-device   Region:us   Tool-use
Model Card on HF ๐Ÿค—: https://huggingface.co/Cactus-Compute/needle 

Needle Benchmarks

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

LLM NameNeedle
Repository ๐Ÿค—https://huggingface.co/Cactus-Compute/needle 
Updated2026-05-18
MaintainerCactus-Compute
Model Typecustom
Model ArchitectureSimpleAttentionNetwork
Licensemit

Rank the Needle 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.
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Release v20260328a