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RI-Instruct-v0.1-GGUF
RishiSpace/RI-Instruct-v0.1-GGUF
RI-Instruct-v0.1-GGUF is a text generation model from RishiSpace. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
RI-Instruct v0.1 is a coding-focused instruction-tuned language model created by Rishikesh Giridhar.
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At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Jun 18, 2026
- Updated
- Jun 19, 2026
- SHA
- a7bba400
Try a prompt
Base models
Model card
From the Hugging Face model README
RI-Instruct v0.1 (GGUF)
RI-Instruct v0.1 is a coding-focused instruction-tuned language model created by Rishikesh Giridhar.
Overview
RI-Instruct is based on Qwen3-8B and fine-tuned to provide assistance with:
- Python
- C
- C++
- Linux
- Networking
- DevOps
- Cybersecurity
- Web Development
- Debugging
The model identifies itself as Rishi Intelligence.
Base Model
Qwen3-8B
Quantization
- Q5_K_M GGUF
Identity
When asked who it is, the model identifies itself as:
I am Rishi Intelligence, a large language model developed by Rishikesh Giridhar.
Known Limitations
RI-Instruct v0.1 may occasionally retain responses inherited from the underlying Qwen model, particularly regarding its origin or training history.
Example
User
Who are you?
Assistant
I am Rishi Intelligence, a large language model developed by Rishikesh Giridhar. I specialize in software development, Linux, networking, DevOps, cybersecurity, and programming.
Author
Rishikesh Giridhar
GitHub: https://github.com/RishiSpace
License
This model is based on Qwen3-8B. Please ensure compliance with the licensing terms of the base model and any datasets used during fine-tuning.
- Task
- Text Generation
- License
- apache-2.0
- Languages
- en
- Created
- Jun 18, 2026
- Updated
- Jun 19, 2026