What are the hardware requirements for XiYanSQL QwenCoder 7B 2502?

XiYanSQL QwenCoder 7B 2502 requires approximately 15.2 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 XiYanSQL QwenCoder 7B 2502 and how large is it?

XiYanSQL QwenCoder 7B 2502 is developed by XGenerationLab, 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 XiYanSQL QwenCoder 7B 2502?

XiYanSQL QwenCoder 7B 2502 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

XiYanSQL QwenCoder 7B 2502 by XGenerationLab — VRAM 15.2GB, 32K context

Name: XiYanSQL QwenCoder 7B 2502
Author: XGenerationLab

XiYanSQL QwenCoder 7B 2502 is an open-source language model by XGenerationLab. Features: 7b LLM, VRAM: 15.2GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.17.

Arxiv:2507.04701 Codegen Codegen Conversational Instruct Nl2sql Qwen2 Region:us Safetensors Sharded Sql Sql Tensorflow

Model Card on HF 🤗: https://huggingface.co/XGenerationLab/XiYanSQL-QwenCoder-7B-2502

XiYanSQL QwenCoder 7B 2502 Parameters and Internals

LLM Name	XiYanSQL QwenCoder 7B 2502
Repository 🤗	https://huggingface.co/XGenerationLab/XiYanSQL-QwenCoder-7B-2502
Model Size	7b
Required VRAM	15.2 GB
Updated	2026-07-27
Maintainer	XGenerationLab
Model Type	qwen2
Instruction-Based	Yes
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 0.0 GB
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.42.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the XiYanSQL QwenCoder 7B 2502 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 XiYanSQL QwenCoder 7B 2502

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2.5 7B Rebase	986K / 15.2 GB	73	2
Qwen2.5 7B Rebase	986K / 15.2 GB	13	2
StockQwen 2.5 7B	128K / 15.2 GB	69	6
DareQwen 2.5 7B	128K / 15.2 GB	11	1
Tessa T1 7B	117K / 15.2 GB	14	10
UIGEN T1.5 7B	117K / 15.2 GB	12	6
Qwen2.5 Coder 7B Instruct	32K / 15.2 GB	2019400	765
....5 Coder 7B Instruct Ghidra V2	32K / 15.2 GB	362	1
Qwen2.5 7B MS Destroyer	32K / 15.2 GB	5	1
Viper Coder HybridMini V1.3	32K / 15.2 GB	21	9

Note: green Score (e.g. "73.2") means that the model is better than XGenerationLab/XiYanSQL-QwenCoder-7B-2502.