We are excited to share our latest work on debiasing large language models, accepted to COLM 2024 We introduce a lightweight, simple pipeline using ChatGPT to generate synthetic data for debiasing open-source LLMs through parameter-efficient fine-tuning. Our method outperforms
OPEN SOURCE
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Faster Whisper Gradio: Real-time Speech-to-Text Application
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Faster Whisper Gradio Real-time speech-to-text application using Faster Whisper with Gradio. This application utilizes DeeplX for translation.
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openai-gradio: Simplified Web Apps with OpenAI API
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openai-gradio a Python package that makes it very easy for developers to create web apps that are powered by @OpenAI API in a few lines of code pip install openai-gradio
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Llama 3.2 achieves 10x improvement over previous generation
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the new 1 billion parameters Llama model (version 3.2) is head-to-head with the 13 times larger version of one years ago (llama 13B version 2) on lmsys chatbot arena exciting to see such 10x improvements on challenging benchmark it's an amazing sign for small/local/open models
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Build Your Own OpenAI Assistant with Open Source Tools
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What if you could create your own OpenAI Assistant with Realtime API that can:
— FlowiseAI (@FlowiseAI) 7 octobre 2024
🌐 Browse the Web
📚 Search Files (RAG)
💻 Run Code Interpreter
All using open source tools.
Check it out pic.twitter.com/7Mm6YxJWflWhat if you could create your own OpenAI Assistant with Realtime API that can: Browse the Web Search Files (RAG) Run Code Interpreter All using open source tools. Check it out
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LLM Chatbot Web UI with LangChain and Hugging Face Integration
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LLM Chatbot Web UI This project is a Gradio-based chatbot application that leverages the power of LangChain and Hugging Face models to perform both conversational AI and PDF document retrieval. The chatbot is capable of handling text-based queries, generating responses based on
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PyTorch’s Functional Interface Design Evolution History
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fun fact: nn.functional wasn't part of the first design, and not part of the first 4 pre-releases; but then @szagoruyko5 convinced us that the functional interface in twitter/torch-autograd (in lua) was really nice to use for certain kinds of research; and that we must have
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Who knows real Gemini/Mixtral use cases with benchmarks?
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Does anyone know of companies with real use cases using Gemini or Mixtral, please? With a benchmark, advantages/disadvantages, that led to this choice? And when I say "real," I mean truly real. Because there are "French Tech" projects that claim to use Mixtral.
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Custom Callbacks and Async-Safe Logging in Training Batches
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Note that if you use custom callbacks that override `on_train_batch_end()`, you are at risk of forcing synchronous logging. Make sure to make your callbacks async-safe, and annotate them as such by setting `self.async_safe = True`
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Priompt: JSX-based prompt design tool for AI development
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GitHub – anysphere/priompt: Prompt design using JSX. https://
bit.ly/3XRekha
#AI #MachineLearning #DeepLearning #LLMs #DataScience