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Data Machina #262
Mistral NeMo 12B SOTA. Standford TexGrad. Patch-Level Training. Stanford STORM. State of Open AI. State of Txt2SQL. 450 Real World ML Systems. Convolutional Kernel Networks. EV-5 Universal Embeddings
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Data Machina #261
Generative AI + Time-series Forecasting? The AI Agent Engineer. An Agentic Architecture? What's Arena Learning? AlphaFold3 Visualised. GraphRAG + Neo4j. Internet of Agents. Memory3 for LLMs.
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Data Machina #260
Vision-Language Models Booming. PaliGemma. Phi-3 Vision. Florence-2. LLaVA-NeXT. ML in Video games. PCA in Latent Space. MosaicML Agents Framework. MoEs at Scale. GraphRAG. Image SSL on a Shoestring.
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Data Machina #259
Prompt Engineering 2.0. Automated Prompt Optimisation. AI Scaling Myths. AGI World Models. What's an AI Agent? GenAI at LinkedIn. Failed AI Projects. Img2Txt2Txt Models. RAGFlow. JEPA Deep Dive.
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Data Machina #258
AI and While You Were Out IRL. DeepSeek Coder v2. Hermes2+Theta Llama-3 70B. Unique 3D. AutoIF. Infinity Instruct. Florence. Claude 3.5 onnet. Claudette. Agile RL. TexGrad. PlanRAG.
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Data Machina #257
Compound AI Systems, Txt2SQL & Data Agents. On Apple Intelligence Models. Lessons Building AI Agents. NVIDIA Nemotron-4 340B. New Memory Tuning. agentUniverse. Let's Reproduce GPT-2. Mixture of Agents
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Data Machina #256
State Space Models (SSMs) An Alt to Transformers? Mamba-2. Chimera SSM Time-series. Audio Mamba. Sonic SSM Gen Voice. mamba.np. OSS Qwen-2 SOTA MLs. OSS LeRobot SOTA Robotics. Buffer of Thoughts.
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Data Machina #255
New Trends in AI-RAG and Graphs. GRAG. GNN-RAG. Property Graph. Unified RAG+LangGraph. GenAI Mindset. Transformer Agents 2.0. Falcon 2.0 11B LLMS/ VLMS. ToonCrafter. MusePose. ColdFusion. SymbCoT.
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Data Machina #254
State of AI Coding Agents. SWE-Agent. Amazon Q. Devin. OpenDevin. Devika. Blackbox AI. GPT-Engineer. ChatDev. KHOJ Personal AI Agents. Perplexica. CogVLM2. World Models.
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Data Machina #253
The Google AI Blast. Gemini Pro 1.5. Gemini 1.5 Flash. PaliGemma. Project Astra. Delegation to AI Agents. NVIDIA ChatQA 1.5. Parler-TTS Mini:Expresso. DeepMind CAT3D. Meta AI Chameleon. KANs Explained
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Data Machina #252
Diffusion, FM & Pre-Trained AI Models for Time-Series. TinyTimeMixers. MambaFormer. TimesFM. Frankenstein Prompts. BabyAGI. KANs Explained. GPT Researcher. xLSTM. Visualisation-of-Thought.
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Data Machina #251
Six Nerdy AI Activities for the Long W/E. StoryDiffusion. AI Agents Stack. AI Town Game. Latest on In-Context Learning. KANs Alt to MLP. Amazon Q Assitant. Agentic RAG with llama3. WildChat Dataset.
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Data Machina #251
Three New Powerful Open AI Models. Snowflake Artic. Apple OpenELM. Microsoft Phi-3. OpenVoicev2.Open-Sora. JAT Agent. GTE SOTA Embeddings. Maestro Subagents. Cohere RAG Toolkit. Diffusion GenAI Video.
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Data Machina #250
Llama-3 Watershed Moment. Multi AI Agent Collaboration. AI Agents Planning. Idefics2-8B V-L Model. Google Gemini Cookbook. Quantisation Intro. torchtune. DeepMind Penzai. Youtube Commons Dataset.
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Data Machina #249
GenAI Music. MusicGen. MusicFX. Stable Audio 2. Suno V3. Udio. Rerank3 Model. Parler TTS. nanoLLaVA VL Model. Text2SQL DuckDB-NSQL-7B. aiXcoder-7B
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Data Machina #248
Jailbreaking AI Models is Easy. 4 New LLM Jailbreaking Methods. Mamba Model Primer. AI Agent Beats Humans on Kaggle. SWE-agent. RAGFlow. Stable Audio 2.0. VoiceCraft. AniPortrait. VAR SOTA ImageGen.
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Data Machina #247
New Open Mixture-of-Experts Models. Jamba SSM-MoE. Qwen1.5-MoE-A2.7B. DBRX 132B MoE. frankenMoEs. AI Agentic Workflows. 1-bit ML Models. OpenDevin. AgentStudio.
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Data Machina #246
Trends in Vision-Language Models. VideoAgent. MyVLM. ScreenAI. Evolutionary Model Merge. Embedding Quantisation. RAG 2.0 SOTA. LaVague Agent. Devika AI Engineer. Contextual Bandits. DenseFormer.
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Data Machina #245
GenAI RAG Revisited. Command-R. RAFT. RAT. RAG + Knowledge Graph. Devin AI Engineer. KPU (Knowledge Processing Unit). Open-Sora GenAI Vid. AutoDev. DeepMind SIMA. DeepSeek-VL. Amazon Chronos Models.
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Data Machina #244
AI Reasoning Like Humans. Self-Discover & Chain of Abstraction Reasoning. Claude 3 IQ Test. Neural Chess. FSDP + QLoRA. State of Competitive ML. Open Sora VideoGen.