Generative AI

Building a Sustainable Myth 5 Track Workflow in Colab: Analysis Tool Calls, Test Data, and Training Basics

Building a Sustainable Myth 5 Track Workflow in Colab: Analysis Tool Calls, Test Data, and Training Basics

rprint(Panel.fit("[bold]Baseline 1: Predict output_type from context using pure Python Naive Bayes[/bold]")) model_artifacts = {} classifier_df = df.dropna(subset=["output_type"]).copy() classifier_df = classifier_df[…
Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Device Import Support

Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Device Import Support

Liquid AI has been submitted LFM2.5-230Mthe company's smallest model so far. The release targets a specific task: implementing agent functions…
Meta's Astryx Brings CLI and MCP Server to Open-Source React Design System Agents Can Learn

Meta's Astryx Brings CLI and MCP Server to Open-Source React Design System Agents Can Learn

Meta released Astryx this week. It is an open source design program, currently in Beta. The project grew within Meta's…
Building Monitored Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool Usage Metrics

Building Monitored Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool Usage Metrics

banner("STEP 3 — Building the analysis DataFrame") def process_example(ex): traj = normalize_trajectory(ex.get("trajectory")) rc = role_counts(traj) nf, add, dele, _files, _exts…
Perplexity Introduces the Computer to Counsel: A Multi-Model Agentic Framework for Legal Workflows

Perplexity Introduces the Computer to Counsel: A Multi-Model Agentic Framework for Legal Workflows

Confusion has begun Computer Counseling. It's an agency AI system built for law enforcement teams. The product extends Perplexity Computer,…
Build a Nanobot-Style AI Agent in Google Colab by Hitting Tool, Time Memory, Abilities, and MCP Servers

Build a Nanobot-Style AI Agent in Google Colab by Hitting Tool, Time Memory, Abilities, and MCP Servers

import subprocess, sys def _pip_install(*pkgs): try: subprocess.run([sys.executable, "-m", "pip", "install", "-q", *pkgs], check=True) except Exception as e: print(f"(pip install skipped/failed…
DeepReinforce Releases Ornith-1.0: An Open Source Model Family That Learns Its Own RL Scarves

DeepReinforce Releases Ornith-1.0: An Open Source Model Family That Learns Its Own RL Scarves

DeepReinforce released Ornith-1.0an open source model family built for agent coding. The range includes four…
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