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Potential use of quantum computers for CI/CD
Quantum computing, with its probabilistic calculations and the promise of solving complex mathematical problems, has been a hot topic in the recent couple of years. A number of serious advances in ...
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What do you think about Google Cloud Build?
Hey folks! I'm into Google Cloud Platform for about a year. An interesting fact about their CI/CD platform is that each step of the build is performed by running a particular docker image (a.k.a. ...
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Generate Testcases when provided with user story
I'm new to Generative AI. I would like to create a utility to generate possible test cases for a input userstory. How can I go about it. is there any out of the box opensource model can I use. I have ...
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Text content To JSON generator using ML model
I have a dataset like this: dataset = [ { "Text": "Set the temperature to 25 degrees.", "JSON": {"action": "set", "object&...
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Exploring vector databases for Retrieval Augmented Generation: A comparative analysis
Discussion Points It would be very good to create a formal review of advantages and limitations of the current vector databases. We could categorize the evaluation into "local" ...
Evaluating LLMs on open source benchmarks: Addressing data leakage concerns
Data leakage compromises the integrity of test results, making it difficult to gauge a model's true performance. When a model appears to excel based on leaky or overfitted benchmarks, it risks ...
Getting started with natural language processing. Does it could be helpful for making online communities healthy and safe?
I'm new to natural language processing, actually I'm new to artificial intelligence. I'm interested on online communities health and safety and I'm wondering if NLP could be helpful and how to get ...
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Reinforcement learning from human feedback vs. instruction tuned models: performance in open benchmarks
Why is there only a single Reinforcement Learning via Human Feedback (RLHF) model in the top 20 of the OpenLLM benchmark? Should we consider introducing more versatile datasets? Link to the ...
- 36.8k
Langchain VS LlamaIndex with LLMs for data ingestion
Would like to know your experience about LangChain VS LlamaIndex with LLMs for data ingestion? Comparison with real data would be helpful Data formats can be API's, PDF's, documents, SQL, etc. Query ...
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