I'm excited to announce that I've just released the newest versions of my Kuvera models and the expanded Personal Finance Reasoning dataset on Hugging Face!
text
I'm excited to announce that I've just released the newest versions of my Kuvera models and the expanded Personal Finance Reasoning dataset on Hugging Face!
new_line
new_line
What's new:
text
What's new:
new_line
I've expanded the Personal Finance Reasoning Dataset, which now includes 18.9k samples of real-world financial questions paired with detailed, empathetic answers. The previous generation pipeline was also streamlined with better psychological context and response validations.
text
I've expanded the Personal Finance Reasoning Dataset, which now includes 18.9k samples of real-world financial questions paired with detailed, empathetic answers. The previous generation pipeline was also streamlined with better psychological context and response validations.
new_line
new_line
I've also released new Kuvera models trained on this improved dataset:
text
I've also released new Kuvera models trained on this improved dataset:
new_line
- Kuvera-4B & 8B: These are my upgraded non-reasoning models, fine-tuned to provide practical financial advice. I've specifically trained the 8B model to better understand the user's emotional context.
text
- Kuvera-4B & 8B: These are my upgraded non-reasoning models, fine-tuned to provide practical financial advice. I've specifically trained the 8B model to better understand the user's emotional context.
new_line
- Kuvera-12B: A first experimental reasoning model focused on the query resolution. 
text
- Kuvera-12B: A first experimental reasoning model focused on the query resolution. 
new_line
new_line
As the sole person working on this project, this release is a noticeable step forward from my previous work, offering more powerful and nuanced tools for financial AI.
text
As the sole person working on this project, this release is a noticeable step forward from my previous work, offering more powerful and nuanced tools for financial AI.
new_line
new_line
I am actively looking to collaborate with others who are passionate about analyzing and improving the quality of personal finance advice generated by large language models. If this sounds like you, please reach out!
text
I am actively looking to collaborate with others who are passionate about analyzing and improving the quality of personal finance advice generated by large language models. If this sounds like you, please reach out!
new_line
new_line
You can check these out on the following links:
text
You can check these out on the following links:
new_line
new_line
Models:
text
Models:
new_line
- 
text
- 
https://huggingface.co/Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1
Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1
model
resource
https://huggingface.co/Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1
new_line
- 
text
- 
https://huggingface.co/Akhil-Theerthala/Kuvera-4B-unsloth-gemma3
Akhil-Theerthala/Kuvera-4B-unsloth-gemma3
model
resource
https://huggingface.co/Akhil-Theerthala/Kuvera-4B-unsloth-gemma3
new_line
- 
text
- 
https://huggingface.co/Akhil-Theerthala/kuvera-12B-v0.2.0-unsloth-gemma3
Akhil-Theerthala/kuvera-12B-v0.2.0-unsloth-gemma3
model
resource
https://huggingface.co/Akhil-Theerthala/kuvera-12B-v0.2.0-unsloth-gemma3
new_line
new_line
Dataset:
text
Dataset:
new_line
- 
text
- 
https://huggingface.co/datasets/Akhil-Theerthala/Kuvera-PersonalFinance-V2.1
Akhil-Theerthala/Kuvera-PersonalFinance-V2.1
dataset
resource
https://huggingface.co/datasets/Akhil-Theerthala/Kuvera-PersonalFinance-V2.1
new_line
new_line
P.S. The paper on the framework used to generate these models along with the detailed evaluation of the main 8B model's responses is going to be released soon! 
text
P.S. The paper on the framework used to generate these models along with the detailed evaluation of the main 8B model's responses is going to be released soon! 
I'm excited to announce that I've just released the newest versions of my Kuvera models and the expanded Personal Finance Reasoning dataset on Hugging Face!

What's new:
I've expanded the Personal Finance Reasoning Dataset, which now includes 18.9k samples of real-world financial questions paired with detailed, empathetic answers. The previous generation pipeline was also streamlined with better psychological context and response validations.

I've also released new Kuvera models trained on this improved dataset:
- Kuvera-4B & 8B: These are my upgraded non-reasoning models, fine-tuned to provide practical financial advice. I've specifically trained the 8B model to better understand the user's emotional context.
- Kuvera-12B: A first experimental reasoning model focused on the query resolution. 

As the sole person working on this project, this release is a noticeable step forward from my previous work, offering more powerful and nuanced tools for financial AI.

I am actively looking to collaborate with others who are passionate about analyzing and improving the quality of personal finance advice generated by large language models. If this sounds like you, please reach out!

You can check these out on the following links:

Models:
- https://huggingface.co/Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1
- https://huggingface.co/Akhil-Theerthala/Kuvera-4B-unsloth-gemma3
- https://huggingface.co/Akhil-Theerthala/kuvera-12B-v0.2.0-unsloth-gemma3

Dataset:
- https://huggingface.co/datasets/Akhil-Theerthala/Kuvera-PersonalFinance-V2.1

P.S. The paper on the framework used to generate these models along with the detailed evaluation of the main 8B model's responses is going to be released soon! 
❤️
sequelbox jlzhou Animefreak123 qonfido1
🚀
xkkm John6666 Animefreak123
🤝
Animefreak123
🔥
Animefreak123
6879395258cb51925d34ccb7
/avatars/79cab2f96c02706c87d05b271ca442c8.svg
Nathan lannen
Animefreak123
user
676c67da7bad1587f2d046e2
https://cdn-avatars.huggingface.co/v1/production/uploads/676c67da7bad1587f2d046e2/RAqRxiaEHpB6qFCQ-11RL.jpeg
Akhil Theerthala
Akhil-Theerthala
user