Field Notes
Our Blog
Insights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
// jump to
PristrenPristrenInsights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
// jump to
Built by Pristren
Reading about AI tools? Run your team on Zlyqor — chat, meetings, projects, and time tracking in one workspace.
397–408 of 523
Grok 2 Mini gives you an OpenAI-compatible API with live access to X (Twitter) data, web search, and Aurora image generation - at $0.10/1M input tokens with a 131k context window.
Mahmudul Haque Qudrati
CEO & ML Engineer
Wav2Vec 2.0 learns speech representations from unlabeled audio and can be fine-tuned with as little as 10 minutes of transcribed speech, making high-quality ASR accessible for low-resource languages.
Mahmudul Haque Qudrati
CEO & ML Engineer
MPT-7B introduced ALiBi positional encoding for length generalization and shipped with an Apache 2.0 license, making it one of the first truly commercial-ready open LLMs.
Mahmudul Haque Qudrati
CEO & ML Engineer
Biome formats and lints your JavaScript and TypeScript code in a single pass, runs 50x faster than Prettier, and migrates automatically from ESLint and Prettier configs.
Mahmudul Haque Qudrati
CEO & ML Engineer
Optuna uses Tree-structured Parzen Estimators to learn from previous trials and focus on promising regions - finding better hyperparameters in fewer trials than grid or random search.
Mahmudul Haque Qudrati
CEO & ML Engineer
Quantization shrinks LLM weights from float32 to int4 or int8 - here is exactly what each GGUF level means, how memory usage scales, and the quality tradeoffs.
Mahmudul Haque Qudrati
CEO & ML Engineer
Toolformer learns to call external APIs - calculators, search engines, calendars - by self-supervising on when API calls improve prediction, requiring no human-labeled examples of tool use.
Mahmudul Haque Qudrati
CEO & ML Engineer
W&B provides experiment tracking for fine-tuning runs and LLM tracing via Weave, letting you compare models, trace agent calls, and manage models in a production registry.
Mahmudul Haque Qudrati
CEO & ML Engineer
AI Overviews have changed which keywords are worth targeting. Here is how to combine GSC data, traditional tools, and AI-assisted analysis to find the best opportunities.
Mahmudul Haque Qudrati
CEO & ML Engineer
Gemma 2 27B beats Llama 3 70B on MMLU (75.2% vs 73.1%) using knowledge distillation from Gemini and a novel sliding window attention design.
Mahmudul Haque Qudrati
CEO & ML Engineer
Gemini 1.5 Pro's 1M token context window lets you feed an entire GitHub repository into a single prompt - enabling code review, refactoring, and debugging workflows that no smaller context model can match.
Mahmudul Haque Qudrati
CEO & ML Engineer
T5 unifies all NLP tasks as sequence-to-sequence text generation, and Flan-T5 extends this with instruction tuning across 1800+ tasks, making it a practical base for fine-tuning custom generation tasks.
Mahmudul Haque Qudrati
CEO & ML Engineer