What are the hardware requirements for Atlas Flash 7B Preview?

Atlas Flash 7B Preview requires approximately 15.2 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 Atlas Flash 7B Preview and how large is it?

Atlas Flash 7B Preview is developed by open-atlas, 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 Atlas Flash 7B Preview?

Atlas Flash 7B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Atlas Flash 7B Preview by open-atlas — VRAM 15.2GB, 128K context

Name: Atlas Flash 7B Preview
Author: open-atlas

Atlas Flash 7B Preview is an open-source language model by open-atlas. Features: 7b LLM, VRAM: 15.2GB, Context: 128K, License: mit, Quantized, LLM Explorer Score: 0.16.

Arxiv:2312.14852 Arxiv:2501.12948 4bit Ar Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Bn Ceb Chat Conversational Cs Dataset:baai/taco Dataset:codeparrot/apps Dataset:rubenroy/gammacorpus-v... De En Endpoints compatible Es Fa Fr Gemini-2.0 Gpt4 He Hi Id It Ja Km Ko Lo Ms My Nl Pl Pt Quantized Qwen2 R1 Region:us Ru Safetensors Sharded Tensorflow Th Tl Tr Trl Ur Vi Zh

Model Card on HF 🤗: https://huggingface.co/aayanmishra-ml/Atlas-Flash-7B-Preview

Atlas Flash 7B Preview Parameters and Internals

LLM Name	Atlas Flash 7B Preview
Repository 🤗	https://huggingface.co/aayanmishra-ml/Atlas-Flash-7B-Preview
Base Model(s)	DeepSeek R1 Distill Qwen 7B deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
Model Size	7b
Required VRAM	15.2 GB
Updated	2026-05-19
Maintainer	open-atlas
Model Type	qwen2
Model Files	4.9 GB: 1-of-4 4.9 GB: 2-of-4 4.3 GB: 3-of-4 1.1 GB: 4-of-4
Supported Languages	en zh fr es pt de it ru ja ko vi th ar fa he tr cs pl hi bn ur id ms lo my km tl nl
Quantization Type	4bit
Model Architecture	Qwen2ForCausalLM
License	mit
Context Length	131072
Model Max Length	131072
Transformers Version	4.47.1
Tokenizer Class	LlamaTokenizer
Padding Token	<\|vision_pad\|>
Vocabulary Size	152064
Torch Data Type	float16

Rank the Atlas Flash 7B Preview 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 Atlas Flash 7B Preview

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2.5 7B Instruct 1M 4bit	986K / 4.3 GB	444	11
...wen2.5 7B Instruct 1M Bnb 4bit	986K / 5.5 GB	267	1
Qwen2.5 7B Instruct 1M 8bit	986K / 8.1 GB	63	4
Qwen2.5 7B Instruct 1M 6bit	986K / 6.2 GB	52	2
...B Instruct 1M Unsloth Bnb 4bit	986K / 7.5 GB	37	3
Legal Qwen2.5 7B Sft	128K / 15.2 GB	378	0
A1 V002	128K / 15.2 GB	7	0
Mini Pathfinder	128K / 15.2 GB	16	0
A1 V0.0.1	128K / 15.2 GB	8	0
CogitoDistil	128K / 15.2 GB	14	0

Note: green Score (e.g. "73.2") means that the model is better than aayanmishra-ml/Atlas-Flash-7B-Preview.