Who developed ShallowSeek Mini Base and how large is it?

ShallowSeek Mini Base is developed by edededdy, a model with 12.1m 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 ShallowSeek Mini Base?

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

ShallowSeek Mini Base by edededdy

Name: ShallowSeek Mini Base
Author: edededdy

ShallowSeek Mini Base is an open-source language model by edededdy. Features: 12.1m LLM, License: apache-2.0, Quantized, LLM Explorer Score: 0.29.

Dataset:huggingfacefw/fineweb-... Deepseek En Endpoints compatible From-scratch Gguf Mixture-of-experts Mla Moe Multi-head-latent-attention Multi-token-prediction Q8 Quantized Region:us Safetensors Tiny

Model Card on HF 🤗: https://huggingface.co/edededdy/ShallowSeek-mini-base

ShallowSeek Mini Base Parameters and Internals

LLM Name	ShallowSeek Mini Base
Repository 🤗	https://huggingface.co/edededdy/ShallowSeek-mini-base
Model Size	12.1m
Required VRAM	0 GB
Updated	2026-10-04
Maintainer	edededdy
Model Files	0.0 GB 0.0 GB 0.0 GB
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	q8\|gguf
License	apache-2.0
Vocabulary Size	8192

Rank the ShallowSeek Mini Base capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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