ModelsModel releaseLarge Language Models2 sources · Oct 9, 2026

ConwayResearch/Underdog-Saluki-27B-1.0

ConwayResearch published the model Underdog-Saluki-27B-1.0 on Hugging Face.

ProofWeights ↗1 independent outlet

Key points

  • Underdog, the on-device assistant from Conway Research, has released Saluki 27B under Apache 2.0.
  • Underdog Saluki 27B is a 2-bit GGUF of Qwen3.8-27B that fits in 7.89 GB.
  • Underdog tuned the compression to protect tool calling, the skill that turns a chat model into an agent.
  • For developers, that means a 27B-class agent model that runs in stock llama.cpp.

Sources (2)

Extractive summary: sentences quoted from the sources.

Hype check

Independently evaluated2 independent looks since

  1. Evaluation · Oct 8, 2026Closed-loop evaluation of LLM agents for embedded software development
  2. Evaluation · Oct 8, 2026Evaluating Local Language Model Agents for Reproducible Data Engineering: An Empirical Software Engineering Study of Mobility Workflows
  3. Follow-up · Oct 8, 2026Dynamics as Code: On Model Compression via Dynamic System
  4. Follow-up · Oct 8, 2026When Interfaces Speak: Data-Aware Generative UI Harness for Active Interaction
  5. Follow-up · Oct 8, 2026Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL
  6. Follow-up · Oct 8, 2026SFT-as-Context Mitigates Forgetting in Supervised Fine-Tuning

Before this

  1. Oct 7, 2026nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4-LiLiCorr
  2. Oct 7, 2026unslothai/unsloth v0.1.904-beta: Train your own Decision model
  3. Oct 6, 2026nvidia/GLM-5.3-Flash-FP4-Local
  4. Oct 6, 2026unslothai/unsloth v0.1.903-beta: New Browser + Voice Cloning
  5. Oct 6, 2026huggingface/transformers v5.19.0: Release v5.19.0
  6. Oct 6, 2026[AINews] Reflection Beam - 501B-A23B American Open Model

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