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Alwin's Projects

cti_forked icon cti_forked

Cyber Threat Intelligence Repository expressed in STIX 2.0

forked_awesome-text2sql icon forked_awesome-text2sql

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

forked_bertviz icon forked_bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

forked_cognita icon forked_cognita

Cognita by TrueFoundry - Framework for building modular, open source RAG applications for production

forked_evtx-to-mitre-attack icon forked_evtx-to-mitre-attack

Set of EVTX samples (>270) mapped to MITRE ATT&CK tactic and techniques to measure your SIEM coverage or developed new use cases.

forked_explainerdashboard icon forked_explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

forked_litgpt icon forked_litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

forked_llama-recipes_agentic icon forked_llama-recipes_agentic

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

forked_llm-course icon forked_llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

forked_perplexica icon forked_perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

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