We also evaluated BLOOMChat’s translation capabilities on WMT14-fr-en, WMT14-hi-en and WMT18-zh-en task. BLOOMChat outperforms BLOOM by 31.3% and BLOOMZ by 86.4% (4/6)
OPEN SOURCE
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SambaNova Open Sources BloomChat 176B Multilingual LLM Model
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The model is open source. For more detailed technical report on how we do qualitative evaluation and what we measure, read the blog at https://
sambanova.ai/blog/introduci
ng-bloomchat-176b-the-multilingual-chat-based-llm/
… We are also open sourcing the prompts used to do the qualitative multilingual eval and other code. (5/6) -
BLOOMChat Achieves 66% Preference Over Open-Source LLMs
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1. BLOOMChat achieved a average win rate of 45.25% compared to GPT-4's 54.75% across 6 languages in a human preference study. 2. BLOOMChat was preferred 66% of the time compared to mainstream open-source chat LLMs across 6 languages in a human preference study. (3/6)
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BLOOMChat: Open-Source Multilingual Chat LLM Released
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Today we are excited to introduce and open-source BLOOMChat a multilingual chat LLM. Built on top of the BLOOM model (
@BigscienceW
), we further train the model on conversational data from @togethercompute @databricks @laion_ai @huggingface
. Some interesting observations: (1/6) -
BLOOMChat Multilingual Alignment Performance Improvements
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Even though BLOOMChat is trained on English dominated alignment data, we see a significant impact on qualitative metrics for assistant style conversational use cases in multilingual settings. (2/6)
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Guide to Training Your Own Large Language Models
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How to train your own Large Language Models https://
bit.ly/44wZq2d #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Master Transformers for Text, Vision, and Speech with HuggingFace
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By the end of this course, you will know how to apply Transformers to (almost) any ML problem! This includes text, vision, and speech. And you'll do that using HuggingFace libraries. Stay tuned and follow @abacusai
! There's a lot more coming! -
Free HuggingFace AI/ML Course on Natural Language Processing and Transformers
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FREE AI/ML course you can't miss: The HuggingFace Course https://
huggingface.co/course/chapter
0/1
… The hottest field in AI right now is Natural Language Processing. This is the place to start if you want to learn about Transformers. Read on for what to expect: -
Trending AI Models, Datasets and Apps This Week
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Trending model, datasets & apps of the week on http://
hf.co. Kudos to @BigCodeProject @MosaicML @databricks @togethercompute @AnthropicAI @deepfloydai and many others! -
Open Sourcing LLM: Revolutionizing Software Development
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Remember when we announced we’d be open sourcing our LLM? With LLMs like ours, opportunity abounds, but there are still a number of obstacles. We’ll be talking to @chipro @amasad + @pirroh next week about what comes next and how LLMs are revolutionizing the way we build.