Pinned Loading

1. dota2_drafting_model dota2_drafting_model Public

   An AlphaZero style draft model for Dota2. The general idea is to treat the problem as a sequence prediction problem and then optimise using multiple feature/policy heads that track the game state o…

   Python

2. struct_gram struct_gram Public

   Semantic Table Retrieval via Contrastive Graph Learning: A contrastive learning framework for semantic table retrieval using natural language queries. Converts database tables to graph representati…

   Python

3. llm_serving llm_serving Public

   LLM inferencing using huggingface transformers on Apple silicon. Batch processing, KV caching, Continuous batching. ToDo: LoRA from scratch, Quantization.

   Python

4. neuraljudge neuraljudge Public

   A proposed logic score method for LLM inferencing under a set of custom natural language constraints. Now distills as well via a whitebox neuron-analogous structure.

   Python

5. embedding_models_and_multi_head_attention embedding_models_and_multi_head_attention Public

   Python

6. rag_project rag_project Public

   RAG search for LLM Q/A. Chunks, creates Node-Edge-Node pair for each chunk, embeds both and performs a hybrid similarity search (Proposition Retreival).

   Python