What are the hardware requirements for Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B?

Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B requires approximately 43.4 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.

Where can I download or evaluate Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B?

Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B by DavidAU — VRAM 43.4GB, 32K context

Name: Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B
Author: DavidAU

Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B is an open-source language model by DavidAU. Features: 7b LLM, VRAM: 43.4GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.19.

Arxiv:2309.00071 Arxiv:2409.12186 Autotrain compatible Base model:merge:microsoft/nex... Base model:merge:qwen/qwen2.5-... Base model:microsoft/nextcoder... Base model:qwen/qwen2.5-coder-... Chat Code Code generation Codegen Codeqwen Coder Coding Conversational Dataset:bigcode/commitpackft Dataset:bigcode/starcoderdata Dataset:microsoft/nextcoderdat... Dataset:microsoft/nextcoderdat... En Endpoints compatible Instruct Merge Microsoft Nextcoder Qwen Qwen-coder Qwen2 Region:us Safetensors Selekt Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen2.5-Microsoft-NextCoder-Instruct-FUSED-CODER-Fast-11B

Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B Parameters and Internals

LLM Name	Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B
Repository 🤗	https://huggingface.co/DavidAU/Qwen2.5-Microsoft-NextCoder-Instruct-FUSED-CODER-Fast-11B
Base Model(s)	NextCoder 7B Qwen/Qwen2.5-Coder-7B-Instruct microsoft/NextCoder-7B Qwen/Qwen2.5-Coder-7B-Instruct
Model Size	7b
Required VRAM	43.4 GB
Updated	2025-10-09
Maintainer	DavidAU
Model Type	qwen2
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-9 4.9 GB: 2-of-9 4.8 GB: 3-of-9 4.9 GB: 4-of-9 4.9 GB: 5-of-9 5.0 GB: 6-of-9 5.0 GB: 7-of-9 4.8 GB: 8-of-9 4.2 GB: 9-of-9
Supported Languages	en
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.52.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	float32
Errors	replace

Rank the Qwen2.5 Microsoft NextCoder Instruct FUSED CODER Fast 11B capabilities

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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 Microsoft NextCoder Instruct FUSED CODER Fast 11B

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
Qwen2.5 Coder Malay 7B	32K / 15.2 GB	195	1
....5 Coder 7B Instruct Ghidra V2	32K / 15.2 GB	362	1
Qwen2.5 7B MS Destroyer	32K / 15.2 GB	5	1

Note: green Score (e.g. "73.2") means that the model is better than DavidAU/Qwen2.5-Microsoft-NextCoder-Instruct-FUSED-CODER-Fast-11B.