What are the hardware requirements for CoderO1 DeepSeekR1 Coder 32B Preview?

CoderO1 DeepSeekR1 Coder 32B Preview requires approximately 65.8 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 CoderO1 DeepSeekR1 Coder 32B Preview and how large is it?

CoderO1 DeepSeekR1 Coder 32B Preview is developed by RDson, a model with 32b 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 CoderO1 DeepSeekR1 Coder 32B Preview?

CoderO1 DeepSeekR1 Coder 32B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

CoderO1 DeepSeekR1 Coder 32B Preview by RDson — VRAM 65.8GB, 128K context

Name: CoderO1 DeepSeekR1 Coder 32B Preview
Author: RDson

CoderO1 DeepSeekR1 Coder 32B Preview is an open-source language model by RDson. Features: 32b LLM, VRAM: 65.8GB, Context: 128K, Code Generating, LLM Explorer Score: 0.16.

Base model:deepseek-ai/deepsee... Base model:merge:deepseek-ai/d... Base model:merge:qwen/qwen2.5-... Base model:merge:qwen/qwen2.5-... Base model:qwen/qwen2.5-32b Base model:qwen/qwen2.5-coder-... Codegen Conversational Endpoints compatible Merge Mergekit Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/RDson/CoderO1-DeepSeekR1-Coder-32B-Preview

CoderO1 DeepSeekR1 Coder 32B Preview Parameters and Internals

LLM Name	CoderO1 DeepSeekR1 Coder 32B Preview
Repository 🤗	https://huggingface.co/RDson/CoderO1-DeepSeekR1-Coder-32B-Preview
Base Model(s)	DeepSeek R1 Distill Qwen 32B Qwen/Qwen2.5-Coder-32B-Instruct Qwen/Qwen2.5-32B deepseek-ai/DeepSeek-R1-Distill-Qwen-32B Qwen/Qwen2.5-Coder-32B-Instruct Qwen/Qwen2.5-32B
Model Size	32b
Required VRAM	65.8 GB
Updated	2026-07-12
Maintainer	RDson
Model Type	qwen2
Model Files	5.0 GB: 1-of-14 5.0 GB: 2-of-14 4.9 GB: 3-of-14 4.9 GB: 4-of-14 4.9 GB: 5-of-14 4.9 GB: 6-of-14 4.9 GB: 7-of-14 4.9 GB: 8-of-14 4.9 GB: 9-of-14 4.9 GB: 10-of-14 4.9 GB: 11-of-14 4.9 GB: 12-of-14 4.9 GB: 13-of-14 1.9 GB: 14-of-14
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.48.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the CoderO1 DeepSeekR1 Coder 32B 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 CoderO1 DeepSeekR1 Coder 32B Preview

Best Alternatives	Context / RAM	Downloads	Likes
...y Qwen2.5coder 32B V24.1q 200K	195K / 65.8 GB	9	2
...2.5 Godzilla Coder V2 51B 128K	128K / 102.1 GB	8	1
Qwen2.5 32B YOYO V2	128K / 65.7 GB	11	1
QwQ Coder R1 Distill 32B	128K / 65.8 GB	8	0
Qwen2.5 32B YOYO MIX	128K / 65.7 GB	8	2
Qwen2.5 Coder 32B YOYO	128K / 65.8 GB	8	2
YOYO O1 32B V2	128K / 65.7 GB	6	3
QwQ Coder 32B	128K / 65.7 GB	10	7
QwQ Qwen2.5 Coder Instruct 32B	128K / 65.8 GB	43	0
Reasoning TIES Coder V1.1	128K / 65.7 GB	18	2

Note: green Score (e.g. "73.2") means that the model is better than RDson/CoderO1-DeepSeekR1-Coder-32B-Preview.