ConwayResearch/Underdog-Saluki-27B-1.0

text-generation model by ConwayResearch

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Qwen3.8-27B in under 8 GB, tuned to keep tool calling intact. A standard GGUF for stock llama.cpp. Read more: underdog.ai/saluki Try Saluki today in underdog.ai Add vision. Download the vision add-on too, and pass it with --mmproj. Then send images through the OpenAI chat API as usual. --jinja turns on the Qwen3.8 chat template, which handles tool calls and thinking. The server speaks the OpenAI chat API on port 8080. Download the GGUF, then create a local Ollama model from it: Tested with Ollama 0.40.4 on Apple silicon: chat, thinking and tool calling work. Saluki ran in stock llama.cpp. Where we ran the full-size Qwen3.8-27B ourselves, it used the same harness and settings. Tool calling. Underdog Bench is 120 tasks from the Berkeley Function Calling Leaderboard (BFCL v4), frozen…

ConwayResearch/Underdog-Saluki-27B-1.0 on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-28T23:56:46.228Z

Inside the original model card — Document outline
  1. Underdog Saluki 27B 1.0
  2. Quickstart
  3. Ollama
  4. Benchmarks
  5. Limitations
  6. Credits and license

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

ConwayResearch/Underdog-Saluki-27B-1.0 is a text-generation model repository published by ConwayResearch on Hugging Face. The source reports the gguf library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-generation
Library
gguf
Recent downloads (30 days)
629,102
Cumulative likes
667
Hugging Face trending score
61
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-10-08T01:47:26.000Z
Last modified
2026-10-15T11:43:02.000Z

Compatibility and lineage

Reported languages: en

Reported base models: Qwen/Qwen3.8-27B, ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

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Model card and usage instructions

Model files and configuration

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-30T06:48:23.722Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

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