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zyr3

zyr-AGENT / zyr3

Run on huggingface.co
huggingface.co
Total runs: 2.8K
24-hour runs: 0
7-day runs: 2.8K
30-day runs: 2.8K
Model's Last Updated: August 30 2026
text-generation

Introduction of zyr3

Model Details of zyr3

ZYR3 โ€” Multi-Modal AI Platform

The AI that codes, edits video, and builds 3D. ( Download Vscode .vsix from files and go to zyrclean then again and download the extention )

๐Ÿ“Œ Description

ZYR3 is a multi-modal AI platform with a deep reasoning core. It combines an ULTRA coding system, 14 language specialists, a microVM sandbox for real code execution, and a self-refine loop for iterative debugging.

๐Ÿง  What's Inside
Component Description
ULTRA Coding System Senior-engineer reasoning: ANALYZE โ†’ PLAN โ†’ EXECUTE โ†’ VERIFY โ†’ DOCUMENT
14 Language Specialists Python, Rust, TypeScript, Go, Java, C++, C#, C, Ruby, Swift, Kotlin, SQL, Bash
277,200 Coding Tasks 14 languages ร— 60 domains ร— 80 patterns ร— 5 difficulties
microVM Sandbox Linux unshare (user namespaces) for real code execution
Sub-Agent System Parallel AI agents for large codebases
Self-Refine Loop Write โ†’ run โ†’ see errors โ†’ fix โ†’ repeat (up to 3 iterations)
ZY3D 3D model generation (3,030 tasks, 18 categories)
ZYR3VIDEO Video editing with ffmpeg + self-refine until 99% quality
๐Ÿ“Š Real Benchmark Results

All benchmarks are real code execution โ€” no LLM judge, no fabricated scores. Code was run in a microVM sandbox with actual test assertions.

Overall (22 challenges ร— 5 models = 110 executions)
Rank Model Passed Score
#1 ZYR3 15/22 68%
#2 Mistral Large 14/22 64%
#2 GLM 4 Flash 14/22 64%
#2 Codestral 14/22 64%
#5 GLM 5.2 12/22 55%
SWE Pro Terminal (hardest tier โ€” iterative debugging)
Challenge ZYR3 Mistral Codestral GLM 4 Flash GLM 5.2
REST API Server โœ… iter=2 โŒ โŒ โŒ โŒ
File Watcher โœ… iter=2 โœ… iter=1 โœ… iter=1 โœ… iter=1 โœ… iter=1
State Machine โŒ โœ… iter=3 โŒ โŒ โœ… iter=3
Cache TTL โŒ โŒ โŒ โœ… iter=1 โŒ
Auth System โŒ โŒ โŒ โŒ โŒ
Observer Pattern โŒ โŒ โŒ โŒ โŒ
Message Queue โŒ โŒ โŒ โŒ โŒ

ZYR3 is the only model that passed the REST API Server challenge using iterative debugging.

๐Ÿ”Œ API Reference
Endpoint Method Description
/v1/chat/completions POST OpenAI-compatible chat
/v1/models GET List available models
Models
Model Description
zyr3 Full ZYR3 with ULTRA coding prompt
zyr3-heavy ZYR3 with sandbox tool calling
zyr3-fast Fast mode (low latency)
zyr3-video Video editing specialist

No signup. No credit card. Free forever.

๐Ÿ“„ License

Apache 2.0 โ€” Free for commercial and personal use.

Runs of zyr-AGENT zyr3 on huggingface.co

2.8K
Total runs
0
24-hour runs
1.5K
3-day runs
2.8K
7-day runs
2.8K
30-day runs

More Information About zyr3 huggingface.co Model

More zyr3 license Visit here:

https://choosealicense.com/licenses/zyr3-free-use-1.0

zyr3 huggingface.co

zyr3 huggingface.co is an AI model on huggingface.co that provides zyr3's model effect (), which can be used instantly with this zyr-AGENT zyr3 model. huggingface.co supports a free trial of the zyr3 model, and also provides paid use of the zyr3. Support call zyr3 model through api, including Node.js, Python, http.

zyr3 huggingface.co Url

https://huggingface.co/zyr-AGENT/zyr3

zyr-AGENT zyr3 online free

zyr3 huggingface.co is an online trial and call api platform, which integrates zyr3's modeling effects, including api services, and provides a free online trial of zyr3, you can try zyr3 online for free by clicking the link below.

zyr-AGENT zyr3 online free url in huggingface.co:

https://huggingface.co/zyr-AGENT/zyr3

zyr3 install

zyr3 is an open source model from GitHub that offers a free installation service, and any user can find zyr3 on GitHub to install. At the same time, huggingface.co provides the effect of zyr3 install, users can directly use zyr3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

zyr3 install url in huggingface.co:

https://huggingface.co/zyr-AGENT/zyr3

Url of zyr3

Provider of zyr3 huggingface.co

zyr-AGENT
ORGANIZATIONS
huggingface.co

Other API from zyr-AGENT

 huggingface.co
zyr-AGENT/zyr3-v1

Total runs: 1.3K
Run Growth: 1.2K
Growth Rate: 98.16%
Updated:September 08 2026
huggingface.co
zyr-AGENT/ZYR3.1MoE

Total runs: 1.1K
Run Growth: 11
Growth Rate: 1.02%
Updated:September 12 2026