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Releases

Versions and compatibility

A released profile does not change. A change to the model, revision, precision, runtime, flags, prompts, token counts, assets, step count, seeds or metric definitions is a major version. A major version makes a separate leaderboard.

Current profile versions

ProfileVersionStateModelRuntimeProfile hash
diffusion-enthusiast-fp80.1.0Release candidatestabilityai/stable-diffusion-3.5-largediffusers 0.39.09dcaec72974175…
diffusion-entry-fp80.1.0Release candidatestabilityai/stable-diffusion-xl-base-1.0diffusers 0.39.05167617e38e3ec…
diffusion-prospector-fp80.1.0Release candidateblack-forest-labs/FLUX.1-schnelldiffusers 0.39.0a6b442200456d0…
llm-enthusiast-fp80.1.0Release candidateQwen/Qwen3-8Bvllm 0.26.03b74161071e38e…
llm-enthusiast-int40.1.0Release candidateQwen/Qwen3-32B-AWQvllm 0.26.0c1fc5954979489…
llm-enthusiast-nvfp40.1.0Release candidatenvidia/Qwen3-32B-NVFP4vllm 0.26.01a1cca291b64fb…
llm-entry-fp80.1.0Release candidateQwen/Qwen3-4B-Instructvllm 0.26.08c8218cb2fc337…
llm-entry-int40.1.0Release candidateQwen/Qwen3-8B-AWQvllm 0.26.00b8f0a10179051…
llm-entry-nvfp40.1.0Release candidatenvidia/Qwen3-8B-NVFP4vllm 0.26.02551d4b3d4b06c…
llm-prospector-fp80.1.0Release candidateQwen/Qwen3-32Bvllm 0.26.013b9ecc12bc136…
llm-prospector-int40.1.0Release candidateQwen/Qwen2.5-72B-Instruct-AWQvllm 0.26.04a729c5cdc7a99…
llm-prospector-nvfp40.1.0Release candidatenvidia/Qwen2.5-72B-Instruct-NVFP4vllm 0.26.02fabf378bab6fb…
vision-enthusiast-fp80.1.0Release candidateQwen/Qwen3-VL-8B-Instructvllm 0.26.031b131bf62cb42…
vision-entry-fp80.1.0Release candidateQwen/Qwen3-VL-4B-Instructvllm 0.26.0e80ddf7735e9f2…
vision-prospector-fp80.1.0Release candidateQwen/Qwen3-VL-32B-Instructvllm 0.26.066d4f10da7ebfd…

Version policy

Major
Anything that changes a measured number. Model, revision, precision, runtime, flags, workload, assets, seeds, metric definitions or gates. This makes a new leaderboard. Old results keep their own.
Minor
A new optional workload, or a new secondary value that does not change the rank. Existing results still compare. They have no value in the new column.
Patch
Display names, summaries and documentation. Nothing that can move a value. Results do not change.

Release candidates

A profile at version 0.x is not frozen. Its model revision is not final. Its leaderboard is provisional. LocalMax ranks a result only against its own profile version. It does not move a result when a profile freezes.

Before a profile freezes, it needs three things. Conformance data from two GPU classes, including the smallest card for the tier. A repeatability variation of 3% or less. A completed licence review of each model and asset.

Container images

LocalMax signs each released image with Cosign. Each image has an SBOM and build provenance. A result reaches Verified only if its image digest matches a released digest.

ghcr.io/pavel4ai/localmax-llm
ghcr.io/pavel4ai/localmax-vision
ghcr.io/pavel4ai/localmax-diffusion

Released digests are tracked incontainers/released-images.jsonand compiled into the validator, so the accepted list is itself public and versioned.