What are the hardware requirements for CscSQL Merge Qwen2.5 Coder 7B Instruct?

CscSQL Merge Qwen2.5 Coder 7B Instruct 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 CscSQL Merge Qwen2.5 Coder 7B Instruct and how large is it?

CscSQL Merge Qwen2.5 Coder 7B Instruct is developed by cycloneboy, 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 CscSQL Merge Qwen2.5 Coder 7B Instruct?

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

CscSQL Merge Qwen2.5 Coder 7B Instruct by cycloneboy — VRAM 15.2GB, 32K context

Name: CscSQL Merge Qwen2.5 Coder 7B Instruct
Author: cycloneboy

CscSQL Merge Qwen2.5 Coder 7B Instruct is an open-source language model by cycloneboy. Features: 7b LLM, VRAM: 15.2GB, Context: 32K, License: cc-by-nc-4.0, Instruction-Based, Code Generating, Merged, LLM Explorer Score: 0.18.

Merged Model Arxiv:2505.13271 Codegen Codegen Conversational Endpoints compatible Instruct Qwen Qwen2 Region:us Safetensors Sharded Sql Tensorflow

Model Card on HF 🤗: https://huggingface.co/cycloneboy/CscSQL-Merge-Qwen2.5-Coder-7B-Instruct

CscSQL Merge Qwen2.5 Coder 7B Instruct Parameters and Internals

LLM Name	CscSQL Merge Qwen2.5 Coder 7B Instruct
Repository 🤗	https://huggingface.co/cycloneboy/CscSQL-Merge-Qwen2.5-Coder-7B-Instruct
Merged Model	Yes
Model Size	7b
Required VRAM	15.2 GB
Updated	2026-08-03
Maintainer	cycloneboy
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
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	cc-by-nc-4.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.50.0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the CscSQL Merge Qwen2.5 Coder 7B Instruct 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 CscSQL Merge Qwen2.5 Coder 7B Instruct

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2.5 7B Rebase	986K / 15.2 GB	73	2
Qwen2.5 7B Rebase	986K / 15.2 GB	19	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 cycloneboy/CscSQL-Merge-Qwen2.5-Coder-7B-Instruct.