I have taken this simple example of Text Classification to show how to use HF's Transformer Library and the pre-trained models. Will be sharing more detailed content on Hugging Face, its libraries, and how you can utilize them. Stay tuned.
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Quick Guide to Text Classification with Hugging Face Transformers
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If you are into Machine Learning, leveraging existing models is much faster than developing them from scratch. Here's a short tutorial on how you can use Hugging Face Transformer Library to perform Text Classification.
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Building Semantic Search Engine with Cohere Documentation
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Want to learn more? Visit our docs page for the complete code walkthrough of building a semantic search engine. https://
docs.cohere.ai/docs/semantic-
search
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Converting Embeddings to Search Indexes with Annoy
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Step 3: Turn the embeddings into indexes Next, we turn each embedding into a search index. For example, we can use a library called “annoy,” created by Spotify, to do nearest neighbor search, which finds the point in a given set that is closest to a given point.
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Embedding Questions Archive Using Cohere API Endpoint
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Step 2: Embed the archive of questions Next, we turn each question into text embeddings using the Cohere Embed endpoint.
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Unbiased Estimators: Better Algorithms for ML
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This can be undesirable in a number of settings, when unbiased estimators are preferred. E.g., then we can compute the statistic multiple times on independent datasets and average them to reduce error. Natural question: are there better algorithms with no (or low) bias? 4/n
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AI Detection Tools Arms Race Begins in Education
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La herramienta está disponible, y con esto comienza una batalla de días (¿horas?) hasta que alguien desarrolle una herramienta a la contra para ofuscar los resultados. Una batalla super interesante que da solución en el corto plazo a muchos profes
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OpenAI Hiring Software Engineers for ChatGPT Scaling
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Seeking software engineers across frontend/backend/infra to help us scale & improve ChatGPT who can join ASAP. Looking for track record of building great products with a team. Describe an exceptional accomplishment, area(s) of expertise, & ideal start date to gdb@openai.com.
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Guido van Rossum Birthday: Python Creator and Open Source Legacy
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Happy birthday to Python creator Guido van Rossum. The open source language was named after comedy troupe Monty Python: http://
bit.ly/2B8R7h6 -
LangChain SQL Chain Intermediate Steps Now Accessible
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Return intermediate steps for SQL chain You can now return and access the intermediate steps of a SQL database chain! This includes the generated SQL query, and the raw sql result Docs: https://
langchain.readthedocs.io/en/latest/modu
les/chains/examples/sqlite.html#return-intermediate-steps
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