What are the hardware requirements for Qwen2.5 Coder 32B Instruct Heretic1x General?

Qwen2.5 Coder 32B Instruct Heretic1x General requires approximately 65.8 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 32B Instruct Heretic1x General and how large is it?

Qwen2.5 Coder 32B Instruct Heretic1x General is developed by richardyoung, 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 Qwen2.5 Coder 32B Instruct Heretic1x General?

Qwen2.5 Coder 32B Instruct Heretic1x General is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen2.5 Coder 32B Instruct Heretic1x General by richardyoung — VRAM 65.8GB, 32K context

Name: Qwen2.5 Coder 32B Instruct Heretic1x General
Author: richardyoung

Qwen2.5 Coder 32B Instruct Heretic1x General is an open-source language model by richardyoung. Features: 32b LLM, VRAM: 65.8GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.32.

Abliterated Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-... Codegen Conversational Decensored En Endpoints compatible Heretic Heretic-1.x Instruct Openrail++ Qwen2 Region:us Research Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/richardyoung/Qwen2.5-Coder-32B-Instruct-heretic1x-general

Qwen2.5 Coder 32B Instruct Heretic1x General Parameters and Internals

LLM Name	Qwen2.5 Coder 32B Instruct Heretic1x General
Repository 🤗	https://huggingface.co/richardyoung/Qwen2.5-Coder-32B-Instruct-heretic1x-general
Base Model(s)	Qwen/Qwen2.5-Coder-32B-Instruct Qwen/Qwen2.5-Coder-32B-Instruct
Model Size	32b
Required VRAM	65.8 GB
Updated	2026-11-13
Maintainer	richardyoung
Model Type	qwen2
Instruction-Based	Yes
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
Supported Languages	en
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	5.12.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Errors	replace

Rank the Qwen2.5 Coder 32B Instruct Heretic1x General 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 32B Instruct Heretic1x General

Best Alternatives	Context / RAM	Downloads	Likes
...y Qwen2.5coder 32B V24.1q 200K	195K / 65.8 GB	9	2
Qwen2.5 32B YOYO MIX	128K / 65.7 GB	8	2
Qwen2.5 Coder 32B YOYO	128K / 65.8 GB	8	2
QwQ Qwen2.5 Coder Instruct 32B	128K / 65.8 GB	43	0
QwQenSeek Coder	128K / 65.7 GB	23	5
Rombos Coder V2.5 Qwen 32B	128K / 65.8 GB	10	19
Tessa T1 32B	117K / 65.8 GB	12	22
UIGEN T1.5 32B	117K / 65.8 GB	12	13
Qwen2.5 Coder 32B Instruct	32K / 65.8 GB	1265226	2087
...er 32B Instruct Heretic1x Code	32K / 65.8 GB	647	0

Note: green Score (e.g. "73.2") means that the model is better than richardyoung/Qwen2.5-Coder-32B-Instruct-heretic1x-general.