How one can Use AgentTrove: Streaming 1.7M Agentic Traces and Constructing a Clear ShareGPT SFT Dataset in Python

How one can Use AgentTrove: Streaming 1.7M Agentic Traces and Constructing a Clear ShareGPT SFT Dataset in Python

def is_success(row): res = (row.get(“consequence”) or “”).decrease() if res in (“resolved”, “success”, “go”, “handed”, “appropriate”): return True rw = row.get(“reward”) attempt: return float(rw) >= 1.0 besides (TypeError, ValueError): return False out_path = “agenttrove_clean_sft.jsonl” stored, scanned, SCAN, KEEP = 0, 0, 1500, 200 print(f”n⏳ Scanning as much as {SCAN} rows, protecting as much as {KEEP} profitable…

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NVIDIA Introduces X-Token: Projection-Guided Cross-Tokenizer KD That Outperforms GOLD by +3.82 Average Points on Llama-3.2-1B

Knowledge distillation (KD) transfers “dark knowledge” from a large teacher model to a smaller student. The student learns from the teacher’s full output probability distribution over tokens, not just correct answers. This is done via per-position Kullback–Leibler (KL) divergence over next-token probability distributions. This formulation requires a shared tokenizer. A practitioner committed to Llama-3.2-1B cannot…

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Amazon Is Making an AI-Animated ‘Good Recommendation Cupcake’ TV Present. Its Authentic Creator Is Livid

Amazon Is Making an AI-Animated ‘Good Recommendation Cupcake’ TV Present. Its Authentic Creator Is Livid

Creator and illustrator Loryn Brantz by no means imagined {that a} fashionable cartoon character she created nearly a decade in the past would someday be the topic of an mental property dispute involving BuzzFeed, Amazon’s video streaming service, and generative synthetic intelligence. However that’s precisely the scenario she finds herself in immediately. “Nothing mentioned in…

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Hands-On With Gemini Spark: I Gave It Access to My Life and It Friend-Zoned My Boyfriend

At its recent I/O developer conference, Google introduced Gemini Spark as an always-on agent that connects to your personal data, completes online tasks, and automates aspects of your daily interactions. It’s Google’s take on the viral OpenClaw agent that rocked Silicon Valley at the start of 2026. OpenClaw’s early adopters handed their entire lives over…

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We Requested the ‘Way forward for Reality’ Creator to Clarify How He Used AI. It Didn’t Go Effectively

We Requested the ‘Way forward for Reality’ Creator to Clarify How He Used AI. It Didn’t Go Effectively

Earlier this month, WIRED revealed an excerpt from Steve Rosenbaum’s buzzy new guide, The Way forward for Reality, which appears at how synthetic intelligence warps individuals’s sense of actuality. Shortly thereafter, The New York Instances reported that the guide contained over a half-dozen made-up or misattributed quotes. In a press release, Rosenbaum, who has a…

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