| # targets.yaml — declarative fleet spec for LEM-Eval workers. | |
| # | |
| # Each target is a (base, this) model pair that gets benchmarked together in | |
| # a paired A/B run. The `type` field says which inference backend the target | |
| # needs — 'mlx' runs on Apple Silicon via mlx_lm, 'gguf' runs on any machine | |
| # that can serve GGUF (via Ollama or llama.cpp). Workers filter by type so | |
| # partitioning across machines falls out of capability, not hostnames. | |
| # | |
| # Each target is an independent canon. Workers writing to different targets | |
| # don't race because each target's .eval_results/ lives in a different model | |
| # repo (and its results/<target>/ path in LEM-benchmarks is also disjoint). | |
| # | |
| # Editing this file is the way to change the fleet. After an edit, commit | |
| # and push — workers pick up the new config on their next `git pull` cycle | |
| # (handled by `lem-eval.sh maintain`). | |
| task: mmlu_pro | |
| defaults: | |
| n_questions: 1 # one new question per run | |
| rounds: 8 # full 8-PAC batch per question | |
| samples_start: auto # derive from canon max(question_index) + 1 | |
| targets: | |
| # Lemer — Gemma 4 E2B. Six fully paired quant slots: | |
| # mlx Q4 / 8bit / BF16 | |
| # gguf Q4_K_M / Q8_0 / BF16 | |
| - name: lemer | |
| type: mlx | |
| quant: Q4 | |
| base: LetheanNetwork/lemer-mlx | |
| this: lthn/lemer-mlx | |
| - name: lemer | |
| type: mlx | |
| quant: 8bit | |
| base: LetheanNetwork/lemer-mlx-8bit | |
| this: lthn/lemer-mlx-8bit | |
| - name: lemer | |
| type: mlx | |
| quant: BF16 | |
| base: LetheanNetwork/lemer-mlx-bf16 | |
| this: lthn/lemer-mlx-bf16 | |
| - name: lemer | |
| type: gguf | |
| quant: Q4_K_M | |
| base: hf.co/LetheanNetwork/lemer:Q4_K_M | |
| this: hf.co/lthn/lemer:Q4_K_M | |
| - name: lemer | |
| type: gguf | |
| quant: Q8_0 | |
| base: hf.co/LetheanNetwork/lemer:Q8_0 | |
| this: hf.co/lthn/lemer:Q8_0 | |
| - name: lemer | |
| type: gguf | |
| quant: BF16 | |
| base: hf.co/LetheanNetwork/lemer:BF16 | |
| this: hf.co/lthn/lemer:BF16 | |
| # Lemma / Lemmy / Lemrd — pending the same treatment as lemer. | |
| # (LetheanNetwork bases in matching formats, naming alignment, etc.) | |
| - name: lemma | |
| type: mlx | |
| quant: Q4 | |
| base: mlx-community/gemma-4-e4b-it-4bit # TODO: LetheanNetwork/lemma-mlx | |
| this: lthn/lemma | |
| notes: Gemma 4 E4B — pending family rollout | |
| - name: lemmy | |
| type: gguf | |
| quant: Q4_K_M | |
| base: mlx-community/gemma-4-26b-a4b-it-4bit # TODO: LetheanNetwork/lemmy gguf | |
| this: lthn/lemmy | |
| notes: Gemma 4 26B A4B MoE — pending family rollout | |
| - name: lemrd | |
| type: gguf | |
| quant: Q4_K_M | |
| base: mlx-community/gemma-4-31b-it-4bit # TODO: LetheanNetwork/lemrd gguf | |
| this: lthn/lemrd | |
| notes: Gemma 4 31B — pending family rollout | |