What are the hardware requirements for MiroMind M1 RL 7B?

MiroMind M1 RL 7B requires approximately 15.3 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed MiroMind M1 RL 7B and how large is it?

MiroMind M1 RL 7B is developed by miromind-ai, a model with 7b 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 MiroMind M1 RL 7B?

MiroMind M1 RL 7B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MiroMind M1 RL 7B by miromind-ai — VRAM 15.3GB, 128K context

Name: MiroMind M1 RL 7B
Author: miromind-ai

MiroMind M1 RL 7B is an open-source language model by miromind-ai. Features: 7b LLM, VRAM: 15.3GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.19.

Arxiv:2507.14683 En Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/miromind-ai/MiroMind-M1-RL-7B

MiroMind M1 RL 7B Parameters and Internals

LLM Name	MiroMind M1 RL 7B
Repository 🤗	https://huggingface.co/miromind-ai/MiroMind-M1-RL-7B
Model Size	7b
Required VRAM	15.3 GB
Updated	2025-09-23
Maintainer	miromind-ai
Model Type	qwen2
Model Files	5.0 GB: 1-of-4 4.8 GB: 2-of-4 5.0 GB: 3-of-4 0.5 GB: 4-of-4
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.52.4
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the MiroMind M1 RL 7B 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 MiroMind M1 RL 7B

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2.5 7B Preview	986K / 15.2 GB	10	0
Qwen2.5 7B Instruct 1M	986K / 15.4 GB	52534	373
Hush Qwen2.5 7B V1.2	986K / 15.2 GB	4	1
Hush Qwen2.5 7B V1.1	986K / 15.2 GB	5	1
Hush Qwen2.5 7B V1.4	986K / 15.2 GB	8	1
Hush Qwen2.5 7B Preview	986K / 15.2 GB	5	0
Hush Qwen2.5 7B V1.3	986K / 15.2 GB	10	2
Hush Qwen2.5 7B RP V1.4 1M	986K / 15.2 GB	10	2
Qwen 2.5 7B Exp Sce	986K / 15.2 GB	10	2
Qwen2.5 7B MixStock V0.1	986K / 15.2 GB	6	3

Note: green Score (e.g. "73.2") means that the model is better than miromind-ai/MiroMind-M1-RL-7B.