Who developed Needle Transit and how large is it?

Needle Transit is developed by rasaboun. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Needle Transit?

Needle Transit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Needle Transit by rasaboun

Name: Needle Transit
Author: rasaboun

Needle Transit is an open-source language model by rasaboun. Features: LLM, License: mit, LLM Explorer Score: 0.24.

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 Parameters and Internals

LLM Name	Needle Transit
Repository 🤗	https://huggingface.co/rasaboun/needle-transit
Base Model(s)	Needle Cactus-Compute/needle
Updated	2026-06-18
Maintainer	rasaboun
Model Type	custom
Supported Languages	fr en
Model Architecture	SimpleAttentionNetwork
License	mit

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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