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MarkTechPost
marktechpost.com > 09/10/2026 > google-research-releases-toolgrad-answer-first-framework-hits-99-8-pass-rate-for-tool-use-data-generation

Google Research Releases ToolGrad: Answer-First Framework Hits 99.8% Pass Rate for Tool-Use Data Generation

2+ day, 16+ hour ago   (279+ words) Is it deployable? Yes. The code is Apache-2.0, the ToolGrad-500 dataset and the 1B, 4B, and 12B models are on Hugging Face, and there is a PyPI package. ToolGrad reverses the order. It first constructs a ground-truth tool-use chain by actually executing APIs,…...

MarkTechPost
marktechpost.com > 09/10/2026 > meet-redis-langcache-a-managed-semantic-cache-that-cuts-llm-api-costs-by-up-to-90-and-returns-cache-hits-up-to-15x-faster > amp

Meet Redis LangCache: A Managed Semantic Cache That Cuts LLM API Costs by Up to 90% and Returns Cache Hits Up to 15x Faster

3+ day ago   (391+ words) Is it deployable? Yes. LangCache is available today as a public preview on Redis Cloud, accessed through a REST API with Python and JavaScript SDKs, and Redis notes that features and behavior may change during the preview. Consider three requests…...

MarkTechPost
marktechpost.com > 09/07/2026 > openbmb-releases-minicpm5-2b-a-2-52b-dense-model-averaging-53-9-across-34-benchmarks-and-built-to-run-on-device

OpenBMB Releases MiniCPM5-2B: A 2.52B Dense Model Averaging 53.9 Across 34 Benchmarks and Built to Run On Device

6+ day, 3+ hour ago   (154+ words) Is it deployable? Yes. The weights are Apache 2.0 and run through vLLM, SGLang, Transformers, llama.cpp, Ollama, LM Studio, MLX and FlagOS. OpenBMB compares MiniCPM5-2B against LFM2.5-2.6B, Qwen3.5-2B and Gemma-4-E2B-it in the same size class, and lists Qwen3.5-4B, granite-4.2-3B, Nemotron-3-Nano-4B, Gemma-4-E4B-it…...

MarkTechPost
marktechpost.com > 09/03/2026 > anthropic-released-claude-commerce-agents-an-apache-2-0-blueprint-for-shopping-and-merchant-agents-across-retail-travel-telecom-and-entertainment

Anthropic Released Claude Commerce Agents: An Apache-2.0 Blueprint for Shopping and Merchant Agents Across Retail, Travel, Telecom and Entertainment

1+ week, 3+ day ago   (598+ words) Most teams building a shopping assistant or agent rebuild the same scaffolding: an agent loop, a tool layer over the catalog, an approval gate, and an eval suite. Anthropic has now released that scaffolding as code. This week, they published…...

MarkTechPost
marktechpost.com > 09/02/2026 > perplexity-open-sources-lily-a-rust-metal-inference-engine-for-qwen3-6-35b-a3b-on-apple-silicon

Perplexity Open Sources Lily: A Rust + Metal Inference Engine for Qwen3.6-35B-A3B on Apple Silicon

1+ week, 3+ day ago   (722+ words) Perplexity has open sourced Lily, the local inference engine behind Hybrid Compute in Perplexity Computer. Built in Rust with custom Metal kernels for one model on one chip family, it averages 1.23x MLX-LM's prefill throughput and 1.35x its decode throughput on a…...

MarkTechPost
marktechpost.com > 08/26/2026 > what-would-have-to-be-true-for-agentic-coding-to-replace-junior-engineers

What Would Have to Be True for Agentic Coding to Replace Junior Engineers

2+ week, 4+ day ago   (1066+ words) Not a prediction. A list of conditions, and what the evidence says about each one. I read every major model release. Most of them ship a coding number. The number goes up. The conclusion everyone draws is that junior engineers…...

MarkTechPost
marktechpost.com > 08/23/2026 > vercel-introduces-is-agentic-a-free-agent-readiness-scoring-tool-that-audits-public-websites-using-oras-100-checks

Vercel Introduces 'Is Agentic', a Free Agent-Readiness Scoring Tool That Audits Public Websites Using Ora's 100+ Checks

3+ week, 14+ hour ago   (464+ words) Vercel has released Is Agentic, a public tool that scores how readily AI agents can discover, access, understand, and use a website. Scans are run and scored by Ora, an agent-experience research company from era labs. Vercel operates the interface,…...

MarkTechPost
marktechpost.com > 08/20/2026 > meet-s1-mini-superwhispers-462-mb-open-weights-text-normalizer-that-turns-raw-asr-transcripts-into-clean-written-text > amp

Meet S1-mini: Superwhisper's 462 MB Open-Weights Text Normalizer That Turns Raw ASR Transcripts Into Clean Written Text

3+ week, 3+ day ago   (323+ words) Yes, but only S1-mini. S1-mini is published on Hugging Face under Apache 2.0 plus a naming clause. S1-Voice and S1-Language are Superwhisper-hosted services, so they are consumable, not self-hostable. S1-mini is a text normalizer, not a transcriber and not a chat…...

MarkTechPost
marktechpost.com > 08/20/2026 > meet-updf-a-lightweight-adobe-alternative-built-for-the-agentic-era

Meet UPDF: A Lightweight Adobe Alternative Built for the Agentic Era

3+ week, 3+ day ago   (1129+ words) PDFs sit at the end of almost every workflow. Contracts, invoices, research papers, scanned intake forms, manuals, and compliance filings all arrive as PDFs. The format is very good at freezing a layout. It is much worse at letting you…...

MarkTechPost
marktechpost.com > 08/15/2026 > fine-tuning-tool-calling-llms-a-complete-guide-using-xyz-aquila-sft-and-qwen3

Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3

4+ week, 1+ day ago   (574+ words) Implement an end-to-end fine-tuning pipeline for tool-calling language models. This tutorial covers parsing trajectories, structured tool-call extraction, Qwen-compatible ChatML rendering, and efficient LoRA adaptation using PyTorch. The post Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3 appeared first on…...