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Expand Up @@ -9,47 +9,46 @@ In this episode of Syntax, Wes and Scott talk about understanding the integratio

### Show Notes

* **[00:25:20](#t=00:25:20)** Welcome
* **[00:55:00](#t=00:55:00)** Syntax Brought to you by Sentry
* **[01:17:00](#t=01:17:00)** Understanding how the pieces fit together
* **[02:31:18](#t=02:31:18)** Models or LLM?
* **[04:43:22](#t=04:43:22)** What about Hugging Face?
* **[08:05:18](#t=08:05:18)** What's Llama?
* **[08:51:15](#t=08:51:15)** What are spaces?
* **[09:29:06](#t=09:29:06)** Services available to you
* **[12:26:16](#t=12:26:16)** What are tokens in AI?
* **[17:38:18](#t=17:38:18)** What is temperature with AI?
* **[20:33:08](#t=20:33:08)** Using top_p
* **[21:06:00](#t=21:06:00)** Using fine-tuning to extend existing models
* **[22:11:19](#t=22:11:19)** Prompts are what you send to the model
* **[23:17:00](#t=23:17:00)** Streaming
* **[24:48:17](#t=24:48:17)** Embeddings
* **[27:34:17](#t=27:34:17)** OpenAI maintains Evals
* **[28:40:14](#t=28:40:14)** Different libraries for working with AI

- [Hugging Face](https://huggingface.co/)
- [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)
- [LLaMA](https://research.facebook.com/publications/llama-open-and-efficient-foundation-language-models/)
- [Spaces - Hugging Face](https://huggingface.co/spaces)
- [OpenAI](https://openai.com/)
- [Anthropic \ Introducing Claude](https://www.anthropic.com/index/introducing-claude)
- [Replicate](https://replicate.com/)
- [Fireworks Console](https://app.fireworks.ai/)
- [gpt-tokenizer playground](https://gpt-tokenizer.dev/)
- [openai/tiktoken: tiktoken is a fast BPE tokeniser for use with OpenAI's models.](https://github.com/openai/tiktoken)
- [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)
- [Raycast Pro](https://www.raycast.com/pro)
- [Amazon SageMaker (AMS SSPS)](https://docs.aws.amazon.com/managedservices/latest/userguide/sagemaker.html)
- [openai/evals](https://github.com/openai/evals)
- [LangChain](https://www.langchain.com/)
- [PyTorch](https://pytorch.org/)
- [TensorFlow](https://www.tensorflow.org/)
- [ai - npm](https://www.npmjs.com/package/ai)
- **[00:25:20](#t=00:25:20)** Welcome
- **[00:55:00](#t=00:55:00)** Syntax Brought to you by Sentry
- **[01:17:00](#t=01:17:00)** Understanding how the pieces fit together
- **[02:31:18](#t=02:31:18)** Models or LLM?
- **[04:43:22](#t=04:43:22)** What about Hugging Face?
- **[08:05:18](#t=08:05:18)** What's Llama?
- **[08:51:15](#t=08:51:15)** What are spaces?
- **[09:29:06](#t=09:29:06)** Services available to you
- **[12:26:16](#t=12:26:16)** What are tokens in AI?
- **[17:38:18](#t=17:38:18)** What is temperature with AI?
- **[20:33:08](#t=20:33:08)** Using top_p
- **[21:06:00](#t=21:06:00)** Using fine-tuning to extend existing models
- **[22:11:19](#t=22:11:19)** Prompts are what you send to the model
- **[23:17:00](#t=23:17:00)** Streaming
- **[24:48:17](#t=24:48:17)** Embeddings
- **[27:34:17](#t=27:34:17)** OpenAI maintains Evals
- **[28:40:14](#t=28:40:14)** Different libraries for working with AI

* [Hugging Face](https://huggingface.co/)
* [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)
* [LLaMA](https://research.facebook.com/publications/llama-open-and-efficient-foundation-language-models/)
* [Spaces - Hugging Face](https://huggingface.co/spaces)
* [OpenAI](https://openai.com/)
* [Anthropic \ Introducing Claude](https://www.anthropic.com/index/introducing-claude)
* [Replicate](https://replicate.com/)
* [Fireworks Console](https://app.fireworks.ai/)
* [gpt-tokenizer playground](https://gpt-tokenizer.dev/)
* [openai/tiktoken: tiktoken is a fast BPE tokeniser for use with OpenAI's models.](https://github.com/openai/tiktoken)
* [Raycast Pro](https://www.raycast.com/pro)
* [Amazon SageMaker (AMS SSPS)](https://docs.aws.amazon.com/managedservices/latest/userguide/sagemaker.html)
* [openai/evals](https://github.com/openai/evals)
* [LangChain](https://www.langchain.com/)
* [PyTorch](https://pytorch.org/)
* [TensorFlow](https://www.tensorflow.org/)
* [ai - npm](https://www.npmjs.com/package/ai)

### Hit us up on Socials!

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)

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)

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)
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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