What are the hardware requirements for Qwen2.5 Coder 7B GRPO?

Qwen2.5 Coder 7B GRPO requires approximately 30.5 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen2.5 Coder 7B GRPO and how large is it?

Qwen2.5 Coder 7B GRPO is developed by kraalfar, 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 Qwen2.5 Coder 7B GRPO?

Qwen2.5 Coder 7B GRPO is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen2.5 Coder 7B GRPO by kraalfar — VRAM 30.5GB, 32K context

Name: Qwen2.5 Coder 7B GRPO
Author: kraalfar

Qwen2.5 Coder 7B GRPO is an open-source language model by kraalfar. Features: 7b LLM, VRAM: 30.5GB, Context: 32K, Code Generating, LLM Explorer Score: 0.19.

Arxiv:1910.09700 Codegen Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/kraalfar/Qwen2.5-Coder-7B-GRPO

Qwen2.5 Coder 7B GRPO Parameters and Internals

LLM Name	Qwen2.5 Coder 7B GRPO
Repository 🤗	https://huggingface.co/kraalfar/Qwen2.5-Coder-7B-GRPO
Model Size	7b
Required VRAM	30.5 GB
Updated	2026-07-16
Maintainer	kraalfar
Model Type	qwen2
Model Files	5.0 GB: 1-of-7 4.8 GB: 2-of-7 4.9 GB: 3-of-7 4.9 GB: 4-of-7 5.0 GB: 5-of-7 3.7 GB: 6-of-7 2.2 GB: 7-of-7
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.52.4
Vocabulary Size	152064
Torch Data Type	float32

Rank the Qwen2.5 Coder 7B GRPO 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 Qwen2.5 Coder 7B GRPO

Best Alternatives	Context / RAM	Downloads	Likes
SakalFusion 7B Beta	986K / 15.2 GB	9	0
Qwen2.5 7B Rebase	986K / 15.2 GB	73	2
Qwen2.5 7B Rebase	986K / 15.2 GB	12	2
...R1 Distill Qwen MFANN Slerp 7B	128K / 15.2 GB	11	0
Qwen2.5 7B Coder Codeio Pp	128K / 15.2 GB	8	5
Qwen2.5 7B CySecButler V0.1	128K / 15.2 GB	9	3
CoT 2.5	128K / 15.2 GB	39	0
Mergekit Ties Uqhfast	128K / 15.2 GB	26	0
CoT 2.5	128K / 15.2 GB	26	0
StockQwen 2.5 7B	128K / 15.2 GB	69	6