diff --git a/AI.md b/AI.md
index 1f995adea..659aef26e 100644
--- a/AI.md
+++ b/AI.md
@@ -20,7 +20,7 @@
 * ⭐ **[kobold.cpp](https://github.com/LostRuins/koboldcpp)** - llama.cpp with API + GUI / [rocM](https://github.com/YellowRoseCx/koboldcpp-rocm) / [Colab](https://colab.research.google.com/github/LostRuins/koboldcpp/blob/concedo/colab.ipynb)
 * ⭐ **[Oobabooga Text Generation WebUI](https://github.com/oobabooga/text-generation-webui)** - Self-Host Models, supports ExLlama, AutoGPTQ, overall AiO backend + frontenjd. / [Colab](https://colab.research.google.com/github/pcrii/Philo-Colab-Collection/blob/main/4bit_TextGen_Gdrive.ipynb)
 * ⭐ **[PygmalionAI](https://discord.com/invite/pygmalionai)** - Self-Hosted Roleplaying Models with Resources / [Resources](https://rentry.co/PygmalionLinks)
-* [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine) - Serve LLMs at scale, can serve KoboldAI and Ooba compatible APIs / [Colab](https://colab.research.google.com/github/AlpinDale/misc-scripts/blob/main/Aphrodite.ipynb
+* [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine) - Serve LLMs at scale, can serve KoboldAI and Ooba compatible APIs / [Colab](https://colab.research.google.com/github/AlpinDale/misc-scripts/blob/main/Aphrodite.ipynb)
 * [KoboldAI](https://github.com/henk717/KoboldAI) - GUI for Roleplaying Chatbots / [Web App](https://lite.koboldai.net/)
 * [SecondBrain](https://secondbrain.sh/), [LMStudio](https://lmstudio.ai/), [OnPrem](https://amaiya.github.io/onprem/) or [Faraday](https://faraday.dev/) - LLM Desktop Apps (Back-end + Front-end)
 * [Transfer Models Timeline](https://ai.v-gar.de/ml/transformer/timeline/) - LLM Timeline
@@ -31,7 +31,6 @@
 * [Open Assistant](https://open-assistant.io/) - LAION's Chatbot / [Github](https://github.com/LAION-AI/Open-Assistant) / [Discord](https://discord.com/invite/H769HxZyb5)
 * [OpenChatKit](https://huggingface.co/spaces/togethercomputer/OpenChatKit) - Together's Chatbot / [Github](https://github.com/togethercomputer/OpenChatKit) / [Discord](https://discord.com/invite/9Rk6sSeWEG)
 * [HuggingChat](https://huggingface.co/chat/) - HuggingFace's Chatbot / [Github](https://github.com/huggingface/chat-ui)
-* [chat-llm-streaming](https://huggingface.co/spaces/olivierdehaene/chat-llm-streaming) - Multiple Chatbots
 * [Petals](https://petals.dev/) - Self-Host / [GitHub](https://github.com/bigscience-workshop/petals)
 * [FreedomGPT](https://freedomgpt.com/) - Alpaca Based Chatbot / [Github](https://github.com/ohmplatform/FreedomGPT/) / [Discord](https://discord.com/invite/h77wvJS4ga)
 * [Kajiwoto](https://kajiwoto.ai/), [Miku](https://docs.miku.gg/) / [Discord](https://discord.gg/3XPdpUdGgV) or [Agnai](https://agnai.chat/) - AI Builders
@@ -398,8 +397,6 @@
 * ⭐ **[Replay](https://www.tryreplay.io/)** - RVC Desktop App
 * ⭐ **[voice-changer](https://github.com/w-okada/voice-changer)** - Realtime Voice Changer
 * [NeuralSVB](https://github.com/MoonInTheRiver/NeuralSVB) - Singing Voice Enhancer
-* [tortoise](https://github.com/152334H/tortoise-tts-fast) - TTS Voice Cloning / [Colab](https://colab.research.google.com/drive/1N8lXviiwfmrS9vYzuFdQnLHlddXMMMvU#scrollTo=vF1d-My9IXXt)
-* [AI Voice Cloning](https://git.ecker.tech/mrq/ai-voice-cloning/wiki) - Voice Cloning Guide
 
 ***