I think AI agentic machine translation has huge potential for improving over traditional neural machine translation, and am releasing as open-source a demonstration I'd been playing with as a fun weekend project. Using an agentic workflow, this demonstration (i) Prompts an LLM
OPEN SOURCE
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Deploy GPT-4 Performance to Snowflake with Open Source Models
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Bring #GPT4 performance to your @SnowflakeDB #DataCloud without spending 10s of thousands of dollars a month And, you can do this with #opensource models—no need to share data w/ a commercial #LLM provider or defer model ownership Save your spot: https://
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Create Your Phi MoE: Phixtral Reproduction Guide
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Create your Phi MoE In January, I released Phixtral, the first MoE based on Phi-2. I said I would release the code, but Microsoft decided to modify Phi-2, which broke my version. Thanks to Vishal Rajendra Kumar, we now have a way to reproduce Phixtral with his Phi2xtral
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AutoTrain Integrates Unsloth for Fast LLM Fine-tuning
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AutoTrain + Unsloth = AutoTrain has now added support for unsloth which means you can use unsloth's optimizations to finetune LLMs super-fast and with much less memory And all you need to do is set unsloth parameter to true P.S. You can use the unsloth param in cli
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Open vs Closed Systems: PCs, Smartphones, and AI
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PCs: open wins
Smartphones: closed wins
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Open Tech Giants Lead AI Innovation Race
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It’s not an accident that the most open and research-oriented tech giants are also the ones ahead in AI.
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LoRA Training 4-8x Faster Than Full Fine-Tuning
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4/ Faster to train! Training with LoRA can easily be 4-8x faster than full fine-tuning.
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LoRAX enables serving hundreds of LoRAs from single GPU
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5/ Unlocks multi-model deployments. Serve 100s of LoRAs from a single #GPU deployment with #LoRAX.
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Second Batch Local Generative AI Apps Live Hugging Face
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A second batch of local Generative AI apps are now live on compatible model pages on @huggingface Welcome to the family, friends