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shows/706 - hasty ML.md

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@@ -9,47 +9,46 @@ In this episode of Syntax, Wes and Scott talk about understanding the integratio
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### Show Notes
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* **[00:25:20](#t=00:25:20)** Welcome
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* **[00:55:00](#t=00:55:00)** Syntax Brought to you by Sentry
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* **[01:17:00](#t=01:17:00)** Understanding how the pieces fit together
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* **[02:31:18](#t=02:31:18)** Models or LLM?
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* **[04:43:22](#t=04:43:22)** What about Hugging Face?
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* **[08:05:18](#t=08:05:18)** What's Llama?
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* **[08:51:15](#t=08:51:15)** What are spaces?
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* **[09:29:06](#t=09:29:06)** Services available to you
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* **[12:26:16](#t=12:26:16)** What are tokens in AI?
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* **[17:38:18](#t=17:38:18)** What is temperature with AI?
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* **[20:33:08](#t=20:33:08)** Using top_p
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* **[21:06:00](#t=21:06:00)** Using fine-tuning to extend existing models
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* **[22:11:19](#t=22:11:19)** Prompts are what you send to the model
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* **[23:17:00](#t=23:17:00)** Streaming
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* **[24:48:17](#t=24:48:17)** Embeddings
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* **[27:34:17](#t=27:34:17)** OpenAI maintains Evals
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* **[28:40:14](#t=28:40:14)** Different libraries for working with AI
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- [Hugging Face](https://huggingface.co/)
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- [Creator of Swift, Tesla Autopilot & Tensorflow. New AI language Mojo with Chris Lattner](https://syntax.fm/show/679/creator-of-swift-tesla-autopilot-and-tensorflow-new-ai-language-mojo-with-chris-lattner)
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- [LLaMA](https://research.facebook.com/publications/llama-open-and-efficient-foundation-language-models/)
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- [Spaces - Hugging Face](https://huggingface.co/spaces)
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- [OpenAI](https://openai.com/)
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- [Anthropic \ Introducing Claude](https://www.anthropic.com/index/introducing-claude)
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- [Replicate](https://replicate.com/)
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- [Fireworks Console](https://app.fireworks.ai/)
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- [gpt-tokenizer playground](https://gpt-tokenizer.dev/)
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- [openai/tiktoken: tiktoken is a fast BPE tokeniser for use with OpenAI's models.](https://github.com/openai/tiktoken)
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- [Supper Club × OpenAI, Future of programming, LLMs, and Math with Andrey Mishchenko](https://syntax.fm/show/625/supper-club-openai-future-of-programming-llms-and-math-with-andrey-mishchenko)
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- [Raycast Pro](https://www.raycast.com/pro)
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- [Amazon SageMaker (AMS SSPS)](https://docs.aws.amazon.com/managedservices/latest/userguide/sagemaker.html)
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- [openai/evals](https://github.com/openai/evals)
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- [LangChain](https://www.langchain.com/)
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- [PyTorch](https://pytorch.org/)
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- [TensorFlow](https://www.tensorflow.org/)
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- [ai - npm](https://www.npmjs.com/package/ai)
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- **[00:25:20](#t=00:25:20)** Welcome
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- **[00:55:00](#t=00:55:00)** Syntax Brought to you by Sentry
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- **[01:17:00](#t=01:17:00)** Understanding how the pieces fit together
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- **[02:31:18](#t=02:31:18)** Models or LLM?
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- **[04:43:22](#t=04:43:22)** What about Hugging Face?
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- **[08:05:18](#t=08:05:18)** What's Llama?
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- **[08:51:15](#t=08:51:15)** What are spaces?
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- **[09:29:06](#t=09:29:06)** Services available to you
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- **[12:26:16](#t=12:26:16)** What are tokens in AI?
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- **[17:38:18](#t=17:38:18)** What is temperature with AI?
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- **[20:33:08](#t=20:33:08)** Using top_p
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- **[21:06:00](#t=21:06:00)** Using fine-tuning to extend existing models
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- **[22:11:19](#t=22:11:19)** Prompts are what you send to the model
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- **[23:17:00](#t=23:17:00)** Streaming
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- **[24:48:17](#t=24:48:17)** Embeddings
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- **[27:34:17](#t=27:34:17)** OpenAI maintains Evals
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- **[28:40:14](#t=28:40:14)** Different libraries for working with AI
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* [Hugging Face](https://huggingface.co/)
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* [Creator of Swift, Tesla Autopilot & Tensorflow. New AI language Mojo with Chris Lattner](https://syntax.fm/show/679/creator-of-swift-tesla-autopilot-and-tensorflow-new-ai-language-mojo-with-chris-lattner)
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* [LLaMA](https://research.facebook.com/publications/llama-open-and-efficient-foundation-language-models/)
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* [Spaces - Hugging Face](https://huggingface.co/spaces)
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* [OpenAI](https://openai.com/)
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* [Anthropic \ Introducing Claude](https://www.anthropic.com/index/introducing-claude)
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* [Replicate](https://replicate.com/)
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* [Fireworks Console](https://app.fireworks.ai/)
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* [gpt-tokenizer playground](https://gpt-tokenizer.dev/)
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* [openai/tiktoken: tiktoken is a fast BPE tokeniser for use with OpenAI's models.](https://github.com/openai/tiktoken)
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* [Raycast Pro](https://www.raycast.com/pro)
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* [Amazon SageMaker (AMS SSPS)](https://docs.aws.amazon.com/managedservices/latest/userguide/sagemaker.html)
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* [openai/evals](https://github.com/openai/evals)
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* [LangChain](https://www.langchain.com/)
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* [PyTorch](https://pytorch.org/)
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* [TensorFlow](https://www.tensorflow.org/)
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* [ai - npm](https://www.npmjs.com/package/ai)
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### Hit us up on Socials!
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Syntax: [X](https://twitter.com/syntaxfm) [Instagram](https://www.instagram.com/syntax_fm/) [Tiktok](https://www.tiktok.com/@syntaxfm) [LinkedIn](https://www.linkedin.com/company/96077407/admin/feed/posts/) [Threads](https://www.threads.net/@syntax_fm)
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Wes: [X](https://twitter.com/wesbos) [Instagram](https://www.instagram.com/wesbos/) [Tiktok](https://www.tiktok.com/@wesbos) [LinkedIn](https://www.linkedin.com/in/wesbos/) [Threads](https://www.threads.net/@wesbos)
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Scott: [X](https://twitter.com/stolinski) [Instagram](https://www.instagram.com/stolinski/) [Tiktok](https://www.tiktok.com/@stolinski) [LinkedIn](https://www.linkedin.com/in/stolinski/) [Threads](https://www.threads.net/@stolinski)
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Scott: [X](https://twitter.com/stolinski) [Instagram](https://www.instagram.com/stolinski/) [Tiktok](https://www.tiktok.com/@stolinski) [LinkedIn](https://www.linkedin.com/in/stolinski/) [Threads](https://www.threads.net/@stolinski)

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