Who developed Tokle 3M and how large is it?

Tokle 3M is developed by techdotus, a model with 3m parameters. 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 Tokle 3M?

Tokle 3M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tokle 3M by techdotus | LLM Explorer

Name: Tokle 3M
Author: techdotus

Tokle 3M is an open-source language model by techdotus. Features: 3m LLM, License: mit, LLM Explorer Score: 0.37.

Custom-architecture Custom code Dataset:agentlans/high-quality... Dataset:armanc/scienceqa Dataset:huggingfacefw/fineweb-... Dataset:huggingfacetb/cosmoped... Dataset:microsoft/orca-math-wo... Dataset:nampdn-ai/tiny-strange... Dataset:nvidia/openmathinstruc... En Region:us Safetensors Slm Small-language-model Tokle

Model Card on HF 🤗: https://huggingface.co/techdotus/Tokle-3M

Tokle 3M Parameters and Internals

LLM Name	Tokle 3M
Repository 🤗	https://huggingface.co/techdotus/Tokle-3M
Model Size	3m
Required VRAM	0 GB
Updated	2026-10-04
Maintainer	techdotus
Model Type	tokle
Model Files	0.0 GB
Supported Languages	en
Model Architecture	TokleForCausalLM
License	mit
Transformers Version	4.57.6
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	5056

Rank the Tokle 3M 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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