Needle Transit is an open-source language model by rasaboun. Features: LLM, License: mit, LLM Explorer Score: 0.29.
Base model:cactus-compute/need... Base model:finetune:cactus-com... Custom Edge En Encoder-decoder Flax Fr Function-calling Jax On-device Region:us Tool-use Transit
Model Card on HF 🤗: https://huggingface.co/rasaboun/needle-transit
Needle Transit Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Needle Transit Parameters and Internals
| LLM Name | Needle Transit |
| Repository 🤗 | https://huggingface.co/rasaboun/needle-transit |
| Base Model(s) | |
| Updated | 2026-05-30 |
| Maintainer | rasaboun |
| Model Type | custom |
| Supported Languages | fr en |
| Model Architecture | SimpleAttentionNetwork |
| License | mit |
Best Alternatives to Needle Transit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Needle | 0K / GB | 474 | 140 |
Note: green Score (e.g. "73.2") means that the model is better than rasaboun/needle-transit .
Rank the Needle Transit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a