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)
LLMS
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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: 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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Fine-tune Flan-T5 for your specific use case
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Flan-t5 if you're going to fine-tune for your use case.
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DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
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DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining Xie et al.: https://
arxiv.org/abs/2305.10429 #ArtificialIntelligence #ChatGPT #DeepLearning -
ChatGPT GPT-4 Data Science Automation Top Posts
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KDnuggets Top Posts for March 2023: ChatGPT for Data Science Cheat Sheet: ChatGPT for Data Science Cheat Sheet • 4 Ways to Generate Passive Income Using ChatGPT • GPT-4: Everything You Need To Know • Automate the Boring Stuff with GPT-4 and Python •… https://
kdnuggets.com/2023/04/top-po
sts-mar-2023.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=kdnuggets-top-posts-for-march-2023-chatgpt-for-data-science-cheat-sheet
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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 -
Apple Restricts External AI Tool Usage Amid Internal Model Development
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Apple is limiting the use of external AI tools for employees, amidst developing its own large language models, to prevent potential data leaks.
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OpenAI Launches Official ChatGPT App for iOS with Whisper Voice Input
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OpenAI has released the official ChatGPT app for iPhones in the US. The app includes voice input support through OpenAI’s Whisper AI speech recognition model, and it can synchronize chat history with the web version. https://
apps.apple.com/us/app/openai-
chatgpt/id6448311069
…