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Niklas Heidloff
Blog Title Niklas Heidloff
Blog Description Blog from Niklas Heidloff, an IT professional focussing on artificial intelligence, development and advocacy. Niklas works at IBM and shares his AI, Cloud, OpenSource and DevOps experience.
Blog URL http://heidloff.net
Feed http://heidloff.net/nh/home.nsf/feed.rss
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Recent Blog Posts
4 2024-04-25 Niklas Heidloff Running fine-tuned LLM Models on watsonx.ai
32 2024-03-09 Niklas Heidloff Running Mistral on CPU via llama.cpp
25 2024-03-05 Niklas Heidloff Generating synthetic Data with Mixtral
31 2024-02-27 Niklas Heidloff Mixtral Agents with Tools for Multi-turn Conversations
22 2024-02-13 Niklas Heidloff Deploying LLMs via Hugging Face on IBM Cloud
21 2024-02-12 Niklas Heidloff Fine-tuning LLMs via Hugging Face on IBM Cloud
53 2023-12-20 Niklas Heidloff Highlights of my technical Work in 2023
13 2023-12-06 Niklas Heidloff Evaluating LoRA Fine-Tuning Results
10 2023-12-05 Niklas Heidloff Fine-Tuning LLMs with LoRA on a small GPU
13 2023-12-04 Niklas Heidloff Preparing LLM LoRA Fine-Tuning locally
10 2023-12-03 Niklas Heidloff Deploying a Virtual Server with GPU in the IBM Cloud
8 2023-12-02 Niklas Heidloff Training Models locally via Containers
12 2023-11-06 Niklas Heidloff Metrics to evaluate Search Results
37 2023-11-01 Niklas Heidloff Hybrid and Vector Searches with Elasticsearch
27 2023-11-01 Niklas Heidloff Semantic Searches with Elasticsearch
21 2023-10-31 Niklas Heidloff Tokenizing Text for Vector Searches with Java
18 2023-10-24 Niklas Heidloff Enhancements of LLMs via Self-Reflections
20 2023-10-22 Niklas Heidloff Fine-tuning of LLMs with long Contexts via LongLoRA
26 2023-10-06 Niklas Heidloff New Decoder Foundation Models from IBM
10 2023-09-20 Niklas Heidloff Accessing Watsonx Modells from LangChain
10 2023-09-19 Niklas Heidloff Synergizing Reasoning and Acting (ReAct) in LLMs
15 2023-09-18 Niklas Heidloff Reinforcement Learning from Human Feedback (RLHF)
22 2023-09-11 Niklas Heidloff Memory-efficient Fine-tuning with with QLoRA
14 2023-09-11 Niklas Heidloff Preparing Data for Fine-tunings of Large Language Models
9 2023-09-11 Niklas Heidloff Text Generation Inference for Foundation Models
14 2023-09-05 Niklas Heidloff Model Distillation for Large Language Models
30 2023-09-05 Niklas Heidloff Language Support for Large Language Models
16 2023-09-05 Niklas Heidloff Fine-tuning Models for Question Answering
21 2023-09-05 Niklas Heidloff Hugging Face Transformers APIs
20 2023-09-05 Niklas Heidloff Watsonx.ai Trial on the IBM Cloud
21 2023-09-05 Niklas Heidloff Python and PyTorch for AI Engineers
25 2023-09-01 Niklas Heidloff Understanding In-Context Learning for LLMs
17 2023-08-28 Niklas Heidloff Understanding Chain of Thought Prompting
23 2023-08-28 Niklas Heidloff Optimizing Generative AI for Question Answering
20 2023-08-28 Niklas Heidloff Retrieval Augmented Generation with Chroma and LangChain
33 2023-08-27 Niklas Heidloff Searching Documents related to Questions via Embeddings
22 2023-08-25 Niklas Heidloff LoRA Fine-Tuning without Code in Watsonx.ai
11 2023-08-24 Niklas Heidloff Understanding the Watsonx.ai API
17 2023-08-24 Niklas Heidloff Fine-tuning small LLMs with Output from large LLMs
14 2023-08-23 Niklas Heidloff Generating synthetic Data with Large Language Models
12 2023-08-22 Niklas Heidloff Instruction Fine-tuning of Large Language Models
11 2023-08-21 Niklas Heidloff Efficient Fine-tuning with PEFT and LoRA
18 2023-08-18 Niklas Heidloff Running Python locally
48 2023-05-14 Niklas Heidloff IBM announces new Foundation Model Capabilities
15 2023-04-20 Niklas Heidloff Running Generative AI Experiments for Question Answering
18 2023-04-11 Niklas Heidloff Optimizing Generative AI for Question Answering
10 2023-03-20 Niklas Heidloff Introduction to Neural Information Retrieval
27 2023-03-18 Niklas Heidloff Generative AI Sample for Question Answering
21 2023-03-18 Niklas Heidloff Integrating generative AI in Watson Assistant
10 2023-03-14 Niklas Heidloff Generative AI for Question Answering Scenarios
10 2023-03-13 Niklas Heidloff Understanding Foundation Models
21 2023-03-07 Niklas Heidloff The Importance of Prompt Engineering
15 2023-03-07 Niklas Heidloff Introduction to Multi-task Prompt Tuning
49 2023-03-03 Niklas Heidloff Introduction to Prompt Tuning
14 2023-03-03 Niklas Heidloff Running the Large Language Model FLAN-T5 locally
21 2023-02-28 Niklas Heidloff ChatGPT-like Functionality in IBM Watson Assistant
24 2023-02-23 Niklas Heidloff Foundation Models, Transformers, BERT and GPT
26 2023-02-16 Niklas Heidloff IBM Watson NLP Use Cases
13 2023-02-13 Niklas Heidloff Sentiment Analysis with Watson NLP
37 2023-02-01 Niklas Heidloff Foundation Models for Source Code
29 2023-01-30 Niklas Heidloff Foundation Models at IBM
30 2023-01-30 Niklas Heidloff Evolution of AI explained via a simple Sample
20 2023-01-26 Niklas Heidloff Understanding the Power of Large Language Models
24 2023-01-16 Niklas Heidloff Migrating from Wordpress to Jekyll
6 2023-01-16 Niklas Heidloff Migrating from Wordpress to Jekyll
6 2023-01-15 Niklas Heidloff Welcome to my new Jekyll-based Blog
43 2023-01-14 Niklas Heidloff Welcome to my new Jekyll-based Blog
25 2023-01-09 Niklas Heidloff Getting Alerts from IBM’s Observability Tool Instana
10 2023-01-09 Niklas Heidloff Getting Alerts from IBM’s Observability Tool Instana
5 2023-01-09 Niklas Heidloff Getting Alerts from IBM’s Observability Tool Instana
41 2023-01-06 Niklas Heidloff Observing Java Cloud Native Applications with Instana
39 2023-01-06 Niklas Heidloff Observing Java Cloud Native Applications with Instana
24 2023-01-06 Niklas Heidloff Observing Java Cloud Native Applications with Instana
25 2023-01-05 Niklas Heidloff IBM’s Observability Tool Instana
10 2023-01-05 Niklas Heidloff IBM's Observability Tool Instana
6 2023-01-05 Niklas Heidloff IBM's Observability Tool Instana
7 2022-12-20 Niklas Heidloff Finding Patterns in Documents
9 2022-12-19 Niklas Heidloff Structuring semi-structured Documents
73 2022-12-14 Niklas Heidloff Highlights of my technical Work in 2022
45 2022-12-14 Niklas Heidloff Finding Patterns in Documents
30 2022-12-14 Niklas Heidloff Structuring semi-structured Documents
14 2022-12-14 Niklas Heidloff Querying Knowledge Bases from Watson Assistant Bots
10 2022-12-14 Niklas Heidloff Relevance Ranking for Search Results in Watson Discovery
12 2022-12-13 Niklas Heidloff CI/CD Pipelines for Watson NLP Deployments
17 2022-12-12 Niklas Heidloff Deploying custom Watson NLP Text Classification Models
56 2022-12-09 Niklas Heidloff Management of Passwords and protecting private Information
19 2022-12-08 Niklas Heidloff Running Predictions against custom Watson NLP Models
18 2022-12-07 Niklas Heidloff Training Text Classification Models with Watson NLP
26 2022-12-06 Niklas Heidloff Labelling Sentences for Text Classifications
22 2022-12-05 Niklas Heidloff Converting XML Feeds into CSVs with Sentences
11 2022-12-02 Niklas Heidloff Text Classification Sample for IBM Watson NLP
25 2022-11-23 Niklas Heidloff Understanding IBM Watson Containers
25 2022-11-22 Niklas Heidloff The ultimate Guide to IBM Watson Libraries
12 2022-11-22 Niklas Heidloff Deploying Watson NLP to IBM Code Engine
22 2022-11-18 Niklas Heidloff Serving Watson NLP on Kubernetes with KServe ModelMesh
13 2022-11-18 Niklas Heidloff Running and Deploying IBM Watson NLP Containers
11 2022-11-17 Niklas Heidloff Deploying custom Watson NLP Models with Terraform
15 2022-11-17 Niklas Heidloff Building custom IBM Watson NLP Images
13 2022-11-17 Niklas Heidloff Training IBM Watson NLP Models
22 2022-11-16 Niklas Heidloff Running IBM Watson Speech To Text in Minikube



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