Results for “context engineering”

…using smaller models like 8B but others facing challenges with context size limitations. The default context size of 2048 is identified as a possible factor in memory-related issues. Alternative Models and Benchmarks: The Berkeley Function …

…shared without any surrounding context. (memgpt) LM Studio Channel Summaries ▷ #🎄🎅-general (71 messages🔥🔥): Running LM Studio on Different Operating Systems and Hardware: User @chudder_cheese asked for assistance, as they were unable to…

…Updates Moonshot AI's Kimi-VL-A3B, a multimodal LM with 128K context and MIT license, outperforms GPT4o on vision + math benchmarks: The model has MoE VLM and an MoE Reasoning VLM with only ~3B active parameters. @reach_vb noted that the…

…Comments: The post creator, nero10578, provides additional context and examples of the model's capabilities: The model was developed to address issues with response formatting in the MMLU-Pro benchmark, as highlighted in a previous post. A …

…and update data in the database, as announced by @bobvanluijt. Contextual AI released Contextual Reranker, an instruction-following SOTA reranker designed to improve precision in RAG pipelines and allow for granular control over ranking…

…Artificial Analysis reports Flash‑Lite retains a 1M context window, measures >360 output tokens/s and ~5.1s average answer latency, improves their “Intelligence Index” vs 2.5 Flash‑Lite, but pricing increased (blended cost up materially)…

…accuracy under limited computational and memory budgets in the context of large language models (LLMs). We present a... OpenAssistant/oasst2 at main Can large language models identify and correct their mistakes? – Google Research Blog…

…productivity without traditional UX interfaces. AI Software Engineering Advancements: @bindureddy discussed the rapid maturation of AI software engineers, highlighting their capabilities in codebase analysis, test case generation, and…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. LLM Model Releases and Improvements Gemma 2 models released: @rasbt noted Gemma 2 models explore techniques without increasing dataset sizes, focusing on …

…and Code Arena Elo 1588 vs 1506/1538 depending on comparison context (Google, @GoogleDeepMind, @OfficialLoganK, @_philschmid, @koraykv). Ecosystem rollout was immediate: 3.7 Flash landed across Gemini API, AI Studio, Android Studio,…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. Andrej Karpathy's New YouTube Video on Reproducing GPT-2 (124M) Comprehensive 4-hour video lecture: @karpathy released a new YouTube video titled "Let's…

…RSI was run in native Claude Code at max effort, with 1M context, 128K max output tokens, and temperature 1 (@ValsAI). ParseBench caveats. The model still struggles on charts, formatting, and layout. At 5.8¢/page, LlamaIndex calls it too…