Focused on the Text analysis with SLMs in the financial domain.
: Bridging the gap of general LLMs with customized SLMs
Selected Projects
React-vite dashboard for analyzing Financial News with entity graphs, topic modeling, and sentiment analysis across sectors and companies.
LoRA fine-tuning and local inference pipeline for Llama 3.2 3B on Apple Silicon via `mlx-lm`, targeting financial sentiment classification.
LoRA fine-tuning and local inference pipeline for Llama 3.2 3B on Apple Silicon via `mlx-lm`, achieving coreference resolution on the financial texts.
Articles
Fine-tuning open-source LLMs for Multi-entity Sentiment Analysis task using [mlx-lm]
Enhancing multi-entity Sentiment Analysis task with fine-tuning LLMs
Fine-tuning open-source LLMs for Coreference Resolution task using [mlx-lm]
Modernizing Coreference Resolution task with fine-tuning LLMs
Using Ollama API endpoints
A simple instruction to Ollama endpoints without depending on the Python SDK
Using ollama for AI Agents
A simple instruction to Ollama focusing on the availabity of the tools, vision and thinking
Debugging RuntimeError: Tried to instantiate class '__path__._path', but it does not exist! Ensure that it is registered via torch::class_ error within Streamlit
A simple workaround to deal with the torch error in Streamlit
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