Agent2 — An autonomous AI agent for coding, cybersecurity, terminal automation, and intelligent task execution.

> !NOTE] > This repository contains GGUF versions of the [IFM/K2-Horizon-MoVA-36B-A4B for use with `llama.

Qwen3.8-Flash-Next on ONE DGX Spark (TP=1)

GUI / Computer-Use / Browser Agent 安全论文清单 —— 按攻防轴组织，每篇附中文简介

GLM-5.

Rapid on-device AI evaluation lab: manifest validation, benchmark plans, latency/memory/thermal aggregation, JSON+Markdown reports.

Wiggle is a sandbox to run code in

白板火柴人拆书短视频工作流：脚本、分镜、配音、BGM、字幕与 HyperFrames 本地渲染

![GitHub Toolkit](https://github.

> !NOTE] > This repository contains GGUF versions of the [IFM/K2-Horizon-7B for use with `llama.

LLaDA-Image is a competitive 6B-parameter open-source unified image generation and editing model family.

I ported EschaLabs/Qwen3.

> !Note] > This repository contains model weights and configuration files for the post-trained model in the Hugging Face Transformers format.

Selected evaluation scripts are available in **scripts/k2_horizon**. The full evaluation suite will be released soon.

LLaDA-Image is a competitive 6B-parameter open-source unified image generation and editing model family.

**CRACK abliterated** · **JANG 8-bit MXFP8 (MLX)** · Dense hybrid GatedDeltaNet + attention · Vision + Video · Reasoning tiers · Tools · **Native MTP** · ~27 GB <a href="https://ko-fi.

GGUF quantizations of XHToken/Spark-X2.5-4B, a 4B general-purpose language model for reasoning, coding, tool use, and agentic workflows. Native context: **1,048,576 tokens (1M)**.

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Self-healing DOM semantic selector resilient to class mutations (Tabbit / Stagehand)

Cross-window structured persistent notes ledger (Codex Astra)

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Long-horizon intent drift aligner & scope creep guard (Codex Astra)

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

Searchable historical context & raw telemetry retriever (Codex Astra)

SPA network idle & DOM mutation settlement waiter (Cypress / Playwright)

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

Negative hypothesis & failed patch indexer preventing loops (Codex Astra)

Long-horizon intent drift aligner & scope creep guard (Codex Astra)

SPA network idle & DOM mutation settlement waiter (Cypress / Playwright)

Browser bot defense detector identifying Cloudflare & CAPTCHAs (Browserbase)

Full-duplex telephony voice interruption coordinator (Bland AI / Retell)

Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)

Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)

Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)

Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)

Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)

Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Multi-agent proposal deliberation and Byzantine-fault-tolerant consensus voting protocol (AutoGen / LangGraph)

Relational database foreign key & ERD path inferrer (Dataherald)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

Multi-dimensional anomaly and IQR outlier detector (Hex / Julius AI)

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

Hierarchical task breakdown into DAGs with worker matching & wave scheduling (CrewAI / MetaGPT)

Real-time quadruped robot gait telemetry analyzer & stability evaluator (Unitree / Boston Dynamics)

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

Cumulative Layout Shift (CLS) web vitals optimizer (v0.dev / Lighthouse)

> !NOTE] > This repository contains GGUF versions of the [IFM/K2-Horizon-3.

LLaDA-Image is a competitive 6B-parameter open-source unified image generation and editing model family.

> !NOTE] > This repository contains GGUF versions of the [IFM/K2-Horizon-0.

This repository contains four standard text-generation GGUF variants.

VAST-AI/TripoSplat — **single image → 3D Gaussian splats** (`.

> !NOTE] > **Weights uploaded and verified; KLD measured** (2026-08-29, full-vocabulary > teacher-forced KLD vs the sealed BF16 teacher, held-out confirmation windows > of [brandonmusic/GLM-5.

> !NOTE] > **Weights uploaded and verified; KLD measured** (2026-08-29, full-vocabulary > teacher-forced KLD vs the sealed BF16 teacher, held-out confirmation windows > of [brandonmusic/GLM-5.

On-device document OCR, running entirely on Apple's **Core AI** (Neural Engine / GPU).

Four files: | file | size | what it is | |---|---|---| | `Qwen3.

Compact multilingual ASR with language identification. This package stages immutable upstream artifacts for Backpack's voice runtime layer. It does not replace the chat model selected by the user.

Pocket TTS (Kyutai, ~100M params) converted to **LiteRT `CompiledModel` graphs for the phone GPU**.

Text-only GGUF conversions of Qwen3.

Selected evaluation scripts are available in **scripts/k2_horizon**. The full evaluation suite will be released soon.

4-bit GGUF quantisations of a **50%-expert-pruned** GLM-5.3-Flash (321B → ~165B), built with REAP saliency pruning and a measured output-scale correction.

GGUF quantizations of IFM/K2-Horizon-MoVA-36B-A4B, produced with the MBZUAI-IFM fork of llama.

## Description: The RadixArk GLM-5.

Lafzyn is a fine-tuned Qwen3.

GGUF quantizations of HuggingFaceTB/SmolLM2-1.7B-Instruct, tested for llama.cpp-compatible inference and packaged for Backpack.

GGUF quantizations of HuggingFaceTB/SmolLM2-135M-Instruct, tested for llama.cpp-compatible inference and packaged for Backpack.

GGUF quantizations of Qwen/Qwen2.5-0.5B-Instruct, tested for llama.cpp-compatible text inference and packaged for Backpack.

GGUF quantizations of Qwen/Qwen3-Coder-Next-GGUF, tested for llama.

GGUF quantizations of Qwen/Qwen3-Coder-30B-A3B-Instruct, tested for llama.cpp-compatible text inference and packaged for Backpack.

GGUF quantizations of mistralai/Devstral-Small-2-24B-Instruct-2512, tested for llama.cpp-compatible image-and-text inference and packaged for Backpack.

**`Solstice-AI/Qwen3.

!SAM 3 on-device: "person" **SAM 3** (Meta, `facebook/sam3`) running fully on-device with the LiteRT **CompiledModel** API: open-vocabulary, text-prompted detection + instance segmentation.

Direct score-image-to-audio: a piano score page or system → performance audio with no symbolic step in between (U-MusT, IEEE TASLP 2026).

VirbiusAgent 安全分类器（Prompt L1 检测），基于 Qwen3Guard-Gen-0.6B 微调的 LoRA 模型。 输出严格 JSON：`{"hit_rule": bool, "triggered_id": string}`。

> **⚖️ Not legal advice.

LLaDA-Image is a competitive 6B-parameter open-source unified image generation and editing model family.

MLX 8-bit quantization of XHToken/Spark-X2.5-4B, a 4B general-purpose language model for reasoning, coding, tool use, and agentic workflows. Native context: **1,048,576 tokens (1M)**.

This repository is a **Qwen3-VL-4B-Instruct initializer** whose tokenizer and text vocabulary have been extended with 2,048 tokens named `<robot_action_0>` through `<robot_action_2047>`.

Updates in version 2.

LiquidAI/LFM2.

Black Forest Labs' **FLUX.

> !NOTE] > **Weights live and byte-verified** (all 83 LFS files sha256-matched against the > assembly manifest; structural gate at assembly verified all 58,368 promoted > expert slots K3-shaped).

![HuggingFace](https://huggingface.

These weights are **compressed-tensors** (`pack-quantized` / `int-quantized`).

GLM-5.

**Unmodified copies** of 6 files (40.

Piano audio synthesized from a performance MIDI file by the U-MusT translation model, with a plain soundfont rendering returned for comparison.

GGUF conversions of basically-ai/Pebble-10M (Apache 2.0).

**WorldReward: Reward Modeling for Camera-Conditioned World Models**.

INT8 W8A8 quant of Qwen/Qwen3.

This is an official BlinkDL release of **RWKV-7 Goose** in Hugging Face Transformers format.

This is an official BlinkDL release of **RWKV-7 Goose** in Hugging Face Transformers format.

**The top tier — median KL 0.

**CRACK abliterated** · **JANG ~6-bit affine (imatrix) (MLX)** · Dense hybrid GatedDeltaNet + attention · Vision + Video · Reasoning tiers · Tools · **Native MTP** · ~24 GB <a href="https://ko-fi.

**CRACK abliterated** · **JANG ~4-bit affine (imatrix) (MLX)** · Dense hybrid GatedDeltaNet + attention · Vision + Video · Reasoning tiers · Tools · **Native MTP** · ~17 GB <a href="https://ko-fi.

> **This is a direct BF16 conversion of > `orcarouter/Qwen3.

ViAble-1.

Three-bit EXL3/MCG for every routed expert in `zai-org/GLM-5.3-Flash-BF16`, with everything else retained from the official checkpoint.

MLX 4-bit quantization of XHToken/Spark-X2.5-4B, a 4B general-purpose language model for reasoning, coding, tool use, and agentic workflows. Native context: **1,048,576 tokens (1M)**.

This repository provides a **baseline policy for RoboTwin 2.

This repository contains the uploaded 90,000-step checkpoint from the `1226_fourier_gr1_unified_1000_QwenGR00T_qwen3` run.

Release: August 21st, 2026.

4-bit NF4 quantization of Qwen/Qwen3.

LiquidAI/LFM2.

LiquidAI/LFM2.

ibm-granite/granite-embedding-311m-multilingual-r2 converted to **LiteRT** (`.

**RetroAgent** is a 4B-parameter LLM agent for multi-step retrosynthesis planning.

ZhipuAI's **GLM-Image** (16B, MIT) converted to **Core AI** for on-device image generation on Apple Silicon (macOS 27+) — the zoo's first **autoregressive + diffusion hybrid**.

`nvidia/diar_streaming_sortformer_4spk-v2` (cc-by-4.

**The model zoo's first diffusion language model (dLLM) for Apple Core AI.

Lightricks/LTX-Video, config `ltxv-2b-0.

Hcompany/Holo2-4B converted to Apple **Core AI** for on-device inference, served by the **CoreAIChat** app.

SAM 2.

Hub catalog is a compressed-tensors (`pack-quantized`) checkpoint.

Vision-language model fine-tuned for structured data extraction from Indian financial documents.