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Data Machina #262 AI/ML Research

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. Convolu...

1 year, 5 months ago Data Machina
7350 words 24 min
Data Machina #261 AI/ML Research

Data Machina #261

Generative AI + Time-series Forecasting? The AI Agent Engineer. An Agentic Architecture? What's Arena Learning? AlphaFold3 Visualised. GraphRAG + Neo4...

1 year, 5 months ago Data Machina
14355 words 47 min
Data Machina #260 AI/ML Research

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. Mo...

1 year, 6 months ago Data Machina
11448 words 38 min
Data Machina #259 AI/ML Research

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....

1 year, 6 months ago Data Machina
12421 words 41 min
Data Machina #258 AI/ML Research

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. Claudet...

1 year, 6 months ago Data Machina
9080 words 30 min
Data Machina #257 AI/ML Research

Data Machina #257

Compound AI Systems, Txt2SQL & Data Agents. On Apple Intelligence Models. Lessons Building AI Agents. NVIDIA Nemotron-4 340B. New Memory Tuning. agent...

1 year, 6 months ago Data Machina
14605 words 48 min
Data Machina #256 AI/ML Research

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. O...

1 year, 7 months ago Data Machina
11691 words 38 min
Data Machina #255 AI/ML Research

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/ VLM...

1 year, 7 months ago Data Machina
13287 words 44 min
Data Machina #254 AI/ML Research

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. Cog...

1 year, 7 months ago Data Machina
13579 words 45 min
Data Machina #253 AI/ML Research

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....

1 year, 7 months ago Data Machina
14359 words 47 min
Data Machina #252 AI/ML Research

Data Machina #252

Diffusion, FM & Pre-Trained AI Models for Time-Series. TinyTimeMixers. MambaFormer. TimesFM. Frankenstein Prompts. BabyAGI. KANs Explained. GPT Resear...

1 year, 8 months ago Data Machina
16419 words 54 min
Data Machina #251 AI/ML Research

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 Assi...

1 year, 8 months ago Data Machina
13281 words 44 min
Data Machina #251 AI/ML Research

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 Sub...

1 year, 8 months ago Data Machina
10816 words 36 min
Data Machina #250 AI/ML Research

Data Machina #250

Llama-3 Watershed Moment. Multi AI Agent Collaboration. AI Agents Planning. Idefics2-8B V-L Model. Google Gemini Cookbook. Quantisation Intro. torchtu...

1 year, 8 months ago Data Machina
9016 words 30 min
Data Machina #249 AI/ML Research

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...

1 year, 8 months ago Data Machina
12972 words 43 min
Data Machina #248 AI/ML Research

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...

1 year, 9 months ago Data Machina
14395 words 47 min
Data Machina #247 AI/ML Research

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. Ag...

1 year, 9 months ago Data Machina
13641 words 45 min
Data Machina #246 AI/ML Research

Data Machina #246

Trends in Vision-Language Models. VideoAgent. MyVLM. ScreenAI. Evolutionary Model Merge. Embedding Quantisation. RAG 2.0 SOTA. LaVague Agent. Devika A...

1 year, 9 months ago Data Machina
15811 words 52 min
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