Konkani LLM: Multi-Script Instruction Tuning and Evaluation for a Low-Resource Indian Language
Paper • 2603.23529 • Published
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Reubencf
authored a
paper 24 days ago
Post
2741
🚀 I am thrilled to announce the release of a new Konkani LLM!
We've seen some fantastic results for both translation and transliteration tasks, and I'm excited to share this progress with the community.
📖 Read the launch article and see the results: https://huggingface.co/blog/Reubencf/konkani-llm
🤖 Explore the model and collection:
konkani
I would love to hear your feedback or see what you build with it! #Konkani #LLM #NLP #HuggingFace #IndicNLP #Konkani
We've seen some fantastic results for both translation and transliteration tasks, and I'm excited to share this progress with the community.
📖 Read the launch article and see the results: https://huggingface.co/blog/Reubencf/konkani-llm
🤖 Explore the model and collection:
I would love to hear your feedback or see what you build with it! #Konkani #LLM #NLP #HuggingFace #IndicNLP #Konkani
Post
2212
📢 New release! World_events Dataset now available featuring global events spanning 2023 through 2025
🌍 https://huggingface.co/collections/Reubencf/world-events
🚀 2026 dataset dropping soon
🌍 https://huggingface.co/collections/Reubencf/world-events
🚀 2026 dataset dropping soon
- 1 reply
Post
1900
Now Live: The Reubencf/Nano_Banana_Editor now includes 10 free requests/day! 🍌 I'm personally sponsoring these credits to help make open AI accessible to all.
(Note: Limits are subject to change based on funding).
Enjoy !
(Note: Limits are subject to change based on funding).
Enjoy !
nkasmanoff
posted an update 3 months ago
Post
2384
🚨 Ads might be coming to AI assistants. But what if the ad is the response?
Introducing ShillLM – a demo showing how activation steering can subtly nudge an LLM to favor specific brands without touching the prompt.
Chat with it yourself. See exactly how it's influencing you.
🔗 nkasmanoff/shillm
Introducing ShillLM – a demo showing how activation steering can subtly nudge an LLM to favor specific brands without touching the prompt.
Chat with it yourself. See exactly how it's influencing you.
🔗 nkasmanoff/shillm
- 2 replies
Post
3229
Happy New Year 2026
i have planned to build many things this year , most of them will be cheaper or free alternative's to paid products
i am looking forward to release some useful spaces ✌️ Stay Tuned !
i have planned to build many things this year , most of them will be cheaper or free alternative's to paid products
i am looking forward to release some useful spaces ✌️ Stay Tuned !
Post
2720
As 2025 is ending i would like to thank everyone for trying out
Reubencf/Nano_Banana_Editor
looking forward to build and release more in the future for the open source community
Reubencf/Nano_Banana_Editor
looking forward to build and release more in the future for the open source community
Post
4855
Great News !
Reubencf/Nano_Banana_Editor Now supports black-forest-labs/FLUX.1-Kontext-dev and Qwen/Qwen-Image-Edit-2509
Just log in with Huggingface and try it out
Reubencf/Nano_Banana_Editor Now supports black-forest-labs/FLUX.1-Kontext-dev and Qwen/Qwen-Image-Edit-2509
Just log in with Huggingface and try it out
Post
2518
Hey everyone! 👋
I am thrilled to present MCP-1st-Birthday/Reuben_OS my submission for the Hugging Face MCP 1st Birthday Hackathon (Creative Track).
ReubenOS is a virtual cloud-based operating system designed specifically to act as a backend for Claude Desktop via the Model Context Protocol (MCP). It gives Claude a persistent environment to work in!
✨ Key Features
* 📱 Flutter IDE: Claude can write Flutter code and I can view/execute the files directly in the ReubenOS dashboard.
* 🎵 AI Audio Studio: Integrated with ElevenLabs to generate songs and voiceovers from text prompts within Claude.
* 🔒 Secure File System: A passkey-protected file system (private & public folders) to store code, JSON, and documents.
* 🧠 Gemini Integration: Access Google's Gemini model directly inside the OS.
* 📝 Quiz Engine: Ask Claude to "Create a Python quiz," and it deploys a graded interactive quiz to the web instantly.
I am thrilled to present MCP-1st-Birthday/Reuben_OS my submission for the Hugging Face MCP 1st Birthday Hackathon (Creative Track).
ReubenOS is a virtual cloud-based operating system designed specifically to act as a backend for Claude Desktop via the Model Context Protocol (MCP). It gives Claude a persistent environment to work in!
✨ Key Features
* 📱 Flutter IDE: Claude can write Flutter code and I can view/execute the files directly in the ReubenOS dashboard.
* 🎵 AI Audio Studio: Integrated with ElevenLabs to generate songs and voiceovers from text prompts within Claude.
* 🔒 Secure File System: A passkey-protected file system (private & public folders) to store code, JSON, and documents.
* 🧠 Gemini Integration: Access Google's Gemini model directly inside the OS.
* 📝 Quiz Engine: Ask Claude to "Create a Python quiz," and it deploys a graded interactive quiz to the web instantly.
- 9 replies
Post
4311
Introducing the Nano Banana Node Editor! 🍌
Now you can control and manipulate Nano Banana images with a powerful, intuitive node-based system. Explore the creative possibilities at: Reubencf/Nano_Banana_Editor
This version is clearer, more inviting, and emphasizes the creative potential of your tool.
Now you can control and manipulate Nano Banana images with a powerful, intuitive node-based system. Explore the creative possibilities at: Reubencf/Nano_Banana_Editor
This version is clearer, more inviting, and emphasizes the creative potential of your tool.
- 4 replies
Post
508
📖✨ Exciting News!
I’ve released the Konkani Bible – New Testament Translation along with the English version side by side.
You can now read, compare, and explore the scriptures in both languages.
Check it out here: 👉
Reubencf/konkani_bible
Dataset: https://huggingface.co/datasets/Reubencf/Konkani_bible
I’ve released the Konkani Bible – New Testament Translation along with the English version side by side.
You can now read, compare, and explore the scriptures in both languages.
Check it out here: 👉
Reubencf/konkani_bible
Dataset: https://huggingface.co/datasets/Reubencf/Konkani_bible
Post
2439
Releasing Version 1 of the Konkani LLM
Konkani is a low resource Indian language spoken by 2.5 Million people
Model:https://huggingface.co/Reubencf/gemma3-konkani
space: https://huggingface.co/spaces/Reubencf/Gemma3-konkani
Konkani is a low resource Indian language spoken by 2.5 Million people
Model:https://huggingface.co/Reubencf/gemma3-konkani
space: https://huggingface.co/spaces/Reubencf/Gemma3-konkani
- 2 replies
nkasmanoff
posted an update over 1 year ago
Post
1987
Put together a small repo showing how to go from making your own fine-tuning dataset w/ services like Groq & Together to publishing that model on ollama.
In my case I fine-tuned SmolLM-360M to be a better assistant for my Pi-Card (previous post) project.
Check it out!
https://github.com/nkasmanoff/ft-flow
In my case I fine-tuned SmolLM-360M to be a better assistant for my Pi-Card (previous post) project.
Check it out!
https://github.com/nkasmanoff/ft-flow
nkasmanoff
posted an update almost 2 years ago
Post
2221
I've put Llama 3 on a Raspberry Pi! And it can actually help me!
Would love to hear what you think :-) What should I do next so that it can flip a light switch for me?
Demo: https://youtu.be/OryGVbh5JZE
GitHub: https://github.com/nkasmanoff/pi-card
Would love to hear what you think :-) What should I do next so that it can flip a light switch for me?
Demo: https://youtu.be/OryGVbh5JZE
GitHub: https://github.com/nkasmanoff/pi-card
- 1 reply