Christopher Keibel's repositories
FHSWF-Datenanalyse-im-Unternehmen
Hybrid Search RAG Pipeline code and report. This project is being done in the context of the module "Datenanalyse im Unternehmen" at FH Swf.
tennessee-eastman-process-simulation
Tennessee Eastman Process Simulation Data for Anomaly Detection & Fault Classification
aleph-alpha-pharia-chat
Small gradio chat app to interact with alpeh alphas pharia models
bootstrap
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
brave-search-api-perplexity-clone
Approach to implement a Perplexity.ai like application using brave search api
candle
Minimalist ML framework for Rust
CKeibel
just the profile readme
FHSWF-deep-learning
Multimodal RAG and comparisons between language models. (Project for Deep Learning Module at the FHSWF)
llms-from-scratch
Large language models and nlp concepts from scratch (pytroch)
multimodal-projects
multimodal projects (mostly testing stuff)
open-source-chat
Trying different open llms in chat setup.
retrieval-augmented-generation
Contains different RAG approaches (own experiments)
GLiNER
Generalist model for NER (Extract any entity types from texts)
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
OpenAI-CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
transformers101
Everything about huggingface transformers