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Data Machina #203
Finetuning FTW! QLoRA paper. Guanaco model. LIMA paper. GORILLA model. Falcon 40B model. Finetuning Redpajama. LM Studio. Scikit LLM.
Data Machina #202
Generative AI and Vector DBs. Against LLM Maximalism. Cult Cargo AI. LMQL. GPT-4 Tips & Tricks. BLOOMChat. OpenLLaMa. SuperAgent. BindDifussion. Tree of…
Data Machina #201
Small or Large LMs? PaLM 2. Claude 100K-t. Lit-Parrot. MLC LLM. LLM Tune. Transformer Agents. Plan & Execute Agents. Constitutional AI. Compressing…
Data Machina #200
LLMs Coronation. StarCoder. GPTutor. CodeGen2. Prompt Injection Explained. The Math of Neural Nets. Pandas AI. SuperGradients. JSONFormer. Auto-ML GPT…
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April 2023
Data Machina #199
LLMs and Chatting to Your Knowledge Base. LLM as Chatbot Service. AgentLLM. DeepFloyd IF. StableVicuna. ThinkGPT. AudioLDM. WizardLM. AudioGPT.
Data Machina #198
Your own LLM. MiniGPT-4. WebGPT on WebGPU. Transformers from scratch. ChatGTP Plugins demo live. Whisper JAX. LLaVA. MetaAI DINO SoTA Computer Vision…
Data Machina #197
Generative Agents. Autoprompting. LLM apps in production. Consistency models for generative AI art. Conditional adapters SoTA. Auto gradient descent…
Data Machina #196
AutoGPTs. Autonomous LLM Agents. Long Learning. Smol GPT in your CPU. StackLLaMA. RLAIF. Berkeley AI Koala. Google ViT 22B Params. Meta AI Segment…
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Data Machina #195
LLaMAs, Alpacas & more LLM Animals. OpenChatKit in consumer GPUs. Cerebras-GPT: New open LLM models Apache 2.0. Flash attention in PyTorch 2…
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Carlos
March 2023
Data Machina #194
GPT- Plugins. MS GPT-4 Sparks of AGI paper. Databrick's Dolly LLM. Dalai, Alpaca in any computer. Modelscope txt2vid diffusion model. Faster long-range…
Data Machina #193
Craziest week in AI. Downscaling Large Models.Awesome GPT-4. GPT-4 jailbreaks. Standford Alpaca. Transformers.js. Google PaLM API. LLMs & SQL. GenAI…
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Carlos
Data Machina #192
Multimodal ML. ChatKit OSS alt to ChatGPt. OpenXLA OSS ML compiler. Vision Transformer from scratch. MetaAI LLaMA on CPU. In-context Learning, SoTA…
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Carlos
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