What are the hardware requirements for Agent Sft Harness R1.imatrix?

Agent Sft Harness R1.imatrix requires approximately 6.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Agent Sft Harness R1.imatrix and how large is it?

Agent Sft Harness R1.imatrix is developed by ikxn5. 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 Agent Sft Harness R1.imatrix?

Agent Sft Harness R1.imatrix is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Agent Sft Harness R1.imatrix by ikxn5 — VRAM 6.5GB

Name: Agent Sft Harness R1.imatrix
Author: ikxn5

Agent Sft Harness R1.imatrix is an open-source language model by ikxn5. Features: LLM, VRAM: 6.5GB, License: mit, Quantized, LLM Explorer Score: 0.3.

Agent Base model:quantized:shaoshuai... Base model:shaoshuai0605/harne... Coding Conversational Endpoints compatible Gguf Imatrix Llama.cpp Q5 Quantized Qwen3 5 Region:us

Model Card on HF 🤗: https://huggingface.co/ikxn5/agent-sft-harness-r1.imatrix

Agent Sft Harness R1.imatrix Parameters and Internals

LLM Name	Agent Sft Harness R1.imatrix
Repository 🤗	https://huggingface.co/ikxn5/agent-sft-harness-r1.imatrix
Base Model(s)	ShaoShuai0605/Harness-R1 ShaoShuai0605/Harness-R1
Required VRAM	6.5 GB
Updated	2026-08-13
Maintainer	ikxn5
Model Type	qwen3_5
Model Files	6.5 GB 17.9 GB
GGUF Quantization	Yes
Quantization Type	gguf\|q5\|q5_k
Model Architecture	Qwen3_5ForConditionalGeneration
License	mit
Model Max Length	262144
Transformers Version	5.3.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Agent Sft Harness R1.imatrix 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 Agent Sft Harness R1.imatrix

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Surya Ocr 2 Gguf	0K / 0.2 GB	308339	15

Note: green Score (e.g. "73.2") means that the model is better than ikxn5/agent-sft-harness-r1.imatrix.