7 Sept 2026 to 14 Sept 2026 — 2 days left. What the grams proved of the catalog this window, per artifact and hardware class. Lineage is from the catalog; every number is a signed measurement or a count of them, and a gram count is a verified floor.
The order a season proves things in: the number every other number is compared to comes first.
A class is os · arch · card class · RAM band. A number proved on one says nothing about another.
Listed by held outcomes. Downloads, likes and popularity do not appear on this page, because nobody signs them.
Cohort 0 · Lead member, rung 0 · 2
Qwen · vendor build
held on Windows · x86-64 · NVIDIA · 16 GiB: code.reason, code.write, faithful_tool_result, instruct.follow, lang.en, lang.hi, lang.ta, lang.te, output.long, output.schema, reason.channel, research.synthesize, structured_output, thinking, tools, tools.call, tools.faithful, tools.loop_ends, tools.multi_hop, tools_loop_terminated
unsloth · quantization of google/gemma-4-E2B-it
held on Windows · x86-64 · NVIDIA · 16 GiB: code.reason, code.write, faithful_tool_result, instruct.follow, lang.bn, lang.en, lang.gu, lang.hi, lang.kn, lang.ml, lang.mr, lang.pa, lang.ta, lang.te, output.long, output.schema, reason.channel, research.synthesize, structured_output, thinking, tools, tools.call, tools.faithful, tools.loop_ends, tools.multi_hop, tools_loop_terminated, vision, vision.multi_image, vision.read, vision.spatial
Cohort 1 · Lead member's ladder · 2
facebook · vendor build
held on macOS · ARM64 · no GPU · 16 GiB: audio.music
unsloth · quantization of Qwen/Qwen3-4B
held on Windows · x86-64 · no GPU · 16 GiB: faithful_tool_result, output.schema, reason.channel, structured_output, thinking, tools, tools.call, tools.faithful, tools.loop_ends, tools.multi_hop, tools_loop_terminated
Cohort 2 · Other vendor members · 4
MaziyarPanahi · quantization of meta-llama/Llama-3.2-1B-Instruct
held on Windows · x86-64 · no GPU · 16 GiB: code.write, faithful_tool_result, instruct.follow, lang.en, lang.nl, lang.ta, output.schema, structured_output, tools.faithful, tools.loop_ends, tools_loop_terminated
MaziyarPanahi · quantization of meta-llama/Llama-3.2-1B-Instruct
unsloth · quantization of microsoft/Phi-4-mini-reasoning
held on Windows · x86-64 · NVIDIA · 16 GiB: lang.en
stabilityai · vendor build
held on Windows · x86-64 · no GPU · 16 GiB: image.generate
Cohort 3 · Derivatives · 1
mradermacher · derivative of prithivMLmods/Qwen3-VL-8B-Instruct-abliterated-v1
held on Windows · x86-64 · no GPU · 16 GiB: output.schema, structured_output, tools, tools.call, tools.loop_ends, tools_loop_terminated
Measured, not in the catalog · 5
unknown publisher
held on hardware not stated in the signed payload: tools
unknown publisher
held on hardware not stated in the signed payload: tools
unknown publisher
held on hardware not stated in the signed payload: tools
unknown publisher
held on macOS · x86-64 · no GPU · 8 GiB: code.write, faithful_tool_result, instruct.follow, lang.en, output.long, output.schema, structured_output, tools, tools.call, tools.faithful, tools.loop_ends, tools_loop_terminated
unknown publisher
held on Windows · x86-64 · no GPU · 16 GiB: output.schema, structured_output
Every number is a signed measurement or a count of them. grams is how many distinct nodes contributed: a verified floor, not a complete account. Lineage (publisher, attribution, base, cohort, rung) is from the catalog and is not a measurement.