What are the hardware requirements for Supra Mini V6 1M?

Supra Mini V6 1M requires a context window of 1K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Supra Mini V6 1M and how large is it?

Supra Mini V6 1M is developed by SupraLabs, a model with 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 Supra Mini V6 1M?

Supra Mini V6 1M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Supra Mini V6 1M by SupraLabs — 1K context

Name: Supra Mini V6 1M
Author: SupraLabs

Supra Mini V6 1M is an open-source language model by SupraLabs. Features: 1m LLM, Context: 1K, License: apache-2.0, LLM Explorer Score: 0.27.

Cpu Dataset:huggingfacefw/fineweb-... En Endpoints compatible Llama Mini Open Open-source Region:us Safetensors Small Supra Tiny V6

Model Card on HF 🤗: https://huggingface.co/SupraLabs/Supra-Mini-v6-1M

Supra Mini V6 1M Parameters and Internals

LLM Name	Supra Mini V6 1M
Repository 🤗	https://huggingface.co/SupraLabs/Supra-Mini-v6-1M
Model Size	1m
Required VRAM	0 GB
Updated	2026-08-03
Maintainer	SupraLabs
Model Type	llama
Model Files	0.0 GB 0.0 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	1024
Model Max Length	1024
Transformers Version	5.8.1
Tokenizer Class	TokenizersBackend
Padding Token	<pad>
Vocabulary Size	4096

Rank the Supra Mini V6 1M 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

Best Alternatives to Supra Mini V6 1M

Best Alternatives	Context / RAM	Downloads	Likes
ISA 02 Nano Llama 3.2 1B	1024K / 2.5 GB	47	3
LWM Text 1M	1024K / 13.5 GB	1149	29
LWM Text Chat 1M	1024K / 13.5 GB	57	173
JOSIE 1M Base	1024K / 13.5 GB	12	1
JOSIE 1M Base	1024K / 13.5 GB	6	1
MiniCPM5 1B MegaMerge Final	512K / 2.2 GB	0	1
MiniCPM5 1B	128K / 2.2 GB	354385	868
Llama 3.2 1B Instruct	128K / 2.5 GB	212072	100
Llama 3.2 1B Instruct	128K / 2.5 GB	10114634	1549
...1B Claude Opus Fable5 Thinking	128K / 2.2 GB	6165	166

Note: green Score (e.g. "73.2") means that the model is better than SupraLabs/Supra-Mini-v6-1M.