license: apache-2.0
language:
- en
- sr
- hr
- bs
datasets:
- teknium/OpenHermes-2.5
- WizardLM/WizardLM_evol_instruct_V2_196k
- draganjovanovich/airoboros-3.0-serbian
- Open-Orca/SlimOrca
- draganjovanovich/prodigy-instruct-reason-function-calling
- iskonai/chatislav-instruct
- mlabonne/FineTome-100k
base_model:
- iskonai/prodigy-sm-base-v0.1
Prodigy SM Instruct v0.1
Prodigy SM Instruct v0.1 is an instruction-tuned version of our Prodigy SM Base v0.1 model, optimized for instruction following in Serbian, Croatian, Bosnian and English languages. The model demonstrates exceptional capabilities in function calling and tool usage while maintaining strong performance across all supported languages.
Model was shared as part of the presenatation at DSC Europe 2024 / Belgrade (BREAKOUT SESSIONS & WORKSHOPS).
🎮 DEMO TIME! 🚀 For next couple of weeks you can test model at: https://chat.iskon.ai
or you can download it and use SGLang(recomended as it have superior structured output sampling), vLLM, HF text-generation-inference etc.
proper model card coming soon when we upload final checkpoint, and remove draft from the name :)
Training
The model was instruction-tuned using a carefully curated mix of high-quality datasets in ChatML format.
Features
- Precise system prompt following capabilities in Serbian (trained on really large system prompts: 500+ tokens.)
- Strong instruction following capabilities in Serbian, Croatian, Bosnian and English
- Enhanced function calling and tool usage abilities
- Maintains the base model's strong performance in all supported languages
- Uses ChatML format for conversations
Use Cases
The model is particularly well-suited for:
- Multilingual applications requiring Serbian, Croatian, Bosnian and English support
- Applications requiring precise instruction following
- Systems utilizing function calling and tool usage
- Conversational AI applications
- Text generation in supported languages
Limitations
As with all language models:
- Outputs should be verified for critical applications
- Performance in languages other than Serbian, Croatian, Bosnian and English may vary
- Users should be aware of general LLM limitations regarding hallucination and factual accuracy
What's Next
Stay tuned for our upcoming releases:
- prodigy-sm-base (llama-3.1) COMING SOON
- prodigy-sm-instruct (llama-3.1) COMING SOON
📢 We're excited to announce that iskon.ai will soon launch an API platform featuring advanced Prodigy series of models, advanced AI tools and much more! 🚀