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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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