Engines and Tools

Unsloth v0.1.810-beta Released with Multi-User and AMD Support

Unsloth v0.1.810-beta is out, adding multi-user accounts, Docker refreshes, AMD RDNA1/2 and Windows ARM64 support, an ...

Community

Breaking the 1.58-bit Barrier for Ternary LLMs with BITCOS

A research paper proposes BITCOS, achieving 1.485 bits/weight in ternary LLMs by exploiting weight distribution skew ...

Engines and Tools

Unsloth Releases Windows ARM64 Binary Version

Unsloth releases Windows ARM64 binaries, enabling local LLM execution and fine-tuning on ARM-based Windows devices.

Engines and Tools

koboldcpp v1.121 Released: New Features & Bug Fixes

koboldcpp v1.121 is out with Minimax H3 media reference support, revamped MusicUI, runtime LoRA selectors in SDUI, an ...

New Models

vectionlabs_Salience-27B-R6-GGUF: Our Test Answers, 12GB+ VRAM

bartowski has released GGUF quantizations for Vection Labs’ Salience-27B-R6, a multimodal 27B Dense model with ...

New Models

Intern-S2-397B-GGUF Vision-Language Model: ~102GB Memory

Discover bartowski/Intern-S2-397B-GGUF, a multimodal foundation model quantized for local inference using llama.cpp.

Community

Challenges of Migrating Large Prompts to Local Ollama

Discussing the technical hurdles, context thrashing, and prompt design issues when moving large agents from commercia ...

Engines and Tools

llama.cpp v0.4.1 Released with New Models and Load Modes

llama.cpp v0.4.1 is released, featuring important argument cleanups, new model architectures, and stability improveme ...

Engines and Tools

ggml v0.24.0 Released with Backend Improvements and API Updates

ggml v0.24.0 is out, featuring a new precision control API, major backend improvements for Vulkan, SYCL, and Metal, a ...

New Models

TheDrummer_Orion-26B-A4B-v1.1-GGUF Multimodal Model: 12GB+ VRAM

Explore bartowski’s GGUF quantizations for Orion-26B-A4B-v1.1, featuring multimodal support, performance tables ...