LocalFit

Underdog-Saluki-27B-1.0 Community

ConwayResearch/Underdog-Saluki-27B-1.0

ReleasedRelease date unknownSizearchitecture unknownRoleCommunityLicenseapache-2.0Contextunknown

Where it runs 8K context · ≥ 5 t/s floor

SetupBest planMemoryGenerate
8 GB GPU + 32 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CPUCPU onlyKV unknownUnknown
12 GB GPU + 32 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
16 GB GPU + 64 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
24 GB GPU + 64 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
32 GB GPU + 128 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
2× 24 GB GPUs + 128 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
96 GB workstation GPU + 256 GB RAMUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAFull GPUKV unknownUnknown
Mac, 24 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp MetalUnified memoryKV unknownUnknown
Mac, 48 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp MetalUnified memoryKV unknownUnknown
Mac, 128 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp MetalUnified memoryKV unknownUnknown
Mac, 512 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp MetalUnified memoryKV unknownUnknown
DGX Spark 128 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CUDAUnified memoryKV unknownUnknown
Ryzen AI Max+ 395, 128 GBUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp VulkanUnified memoryKV unknownUnknown
CPU only, 64 GB DDR5-5600 dual channelUnderdog-Saluki-27B-1.0-IQ2-mixllama.cpp CPUCPU onlyKV unknownUnknown

Same plan engine as the planner, with its default reserves and RAM. How plans are chosen.

Files exact Hugging Face bytes

ArtifactSizeFilesRevisionSource
Underdog-Saluki-27B-1.0-IQ2-mix native GGUF option
ConwayResearch/Underdog-Saluki-27B-1.0
7.36 GiB15acfd9218fHF files

Not found in the representative quant search (not proven unavailable): GGUF FP16, GGUF Q8_0, GGUF Q5_K_M, GGUF Q4_K_M, MLX 8-bit, MLX 4-bit, EXL3, AWQ, GPTQ. Complete selected file sets; projectors, MTP/draft and lookup files are listed separately and budgeted only by plans that use them. File bytes are not allocated memory.

Quality

No Artificial Analysis evaluation mapped to this checkpoint.

Arena text rating

Unknown

Publisher-reported benchmarks

None extracted from the model card.

AA and Arena describe the hosted model in the stated mode, not each quantized file; scores are never inherited by base, pruned, abliterated or quantized variants and never averaged together.

How to run it

No model-specific recipe in the research. The planner binds the backend’s documented command template (llama.cpp, Ollama, LM Studio, MLX, vLLM) to your plan: open a plan’s details.

Recipes are source examples (settings are the publisher’s or author’s, not measured optima) and were not executed by LocalFit. A downloadable file does not prove your backend build supports the architecture.

Reported speeds 0

No reported measurement yet. Submit one.