targets.yaml

# 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 — Gemma 4 E4B. Six fully paired quant slots.

  - name: lemma
    type: mlx
    quant: Q4
    base: LetheanNetwork/lemma-mlx
    this: lthn/lemma-mlx

  - name: lemma
    type: mlx
    quant: 8bit
    base: LetheanNetwork/lemma-mlx-8bit
    this: lthn/lemma-mlx-8bit

  - name: lemma
    type: mlx
    quant: BF16
    base: LetheanNetwork/lemma-mlx-bf16
    this: lthn/lemma-mlx-bf16

  - name: lemma
    type: gguf
    quant: Q4_K_M
    base: hf.co/LetheanNetwork/lemma:Q4_K_M
    this: hf.co/lthn/lemma:Q4_K_M

  - name: lemma
    type: gguf
    quant: Q8_0
    base: hf.co/LetheanNetwork/lemma:Q8_0
    this: hf.co/lthn/lemma:Q8_0

  - name: lemma
    type: gguf
    quant: BF16
    base: hf.co/LetheanNetwork/lemma:BF16
    this: hf.co/lthn/lemma:BF16

  # Lemmy — Gemma 4 26B A4B MoE. Six fully paired quant slots.

  - name: lemmy
    type: mlx
    quant: Q4
    base: LetheanNetwork/lemmy-mlx
    this: lthn/lemmy-mlx

  - name: lemmy
    type: mlx
    quant: 8bit
    base: LetheanNetwork/lemmy-mlx-8bit
    this: lthn/lemmy-mlx-8bit

  - name: lemmy
    type: mlx
    quant: BF16
    base: LetheanNetwork/lemmy-mlx-bf16
    this: lthn/lemmy-mlx-bf16

  - name: lemmy
    type: gguf
    quant: Q4_K_M
    base: hf.co/LetheanNetwork/lemmy:Q4_K_M
    this: hf.co/lthn/lemmy:Q4_K_M

  - name: lemmy
    type: gguf
    quant: Q8_0
    base: hf.co/LetheanNetwork/lemmy:Q8_0
    this: hf.co/lthn/lemmy:Q8_0

  - name: lemmy
    type: gguf
    quant: BF16
    base: hf.co/LetheanNetwork/lemmy:BF16
    this: hf.co/lthn/lemmy:BF16

  # Lemrd — Gemma 4 31B Dense. Six fully paired quant slots.

  - name: lemrd
    type: mlx
    quant: Q4
    base: LetheanNetwork/lemrd-mlx
    this: lthn/lemrd-mlx

  - name: lemrd
    type: mlx
    quant: 8bit
    base: LetheanNetwork/lemrd-mlx-8bit
    this: lthn/lemrd-mlx-8bit

  - name: lemrd
    type: mlx
    quant: BF16
    base: LetheanNetwork/lemrd-mlx-bf16
    this: lthn/lemrd-mlx-bf16

  - name: lemrd
    type: gguf
    quant: Q4_K_M
    base: hf.co/LetheanNetwork/lemrd:Q4_K_M
    this: hf.co/lthn/lemrd:Q4_K_M

  - name: lemrd
    type: gguf
    quant: Q8_0
    base: hf.co/LetheanNetwork/lemrd:Q8_0
    this: hf.co/lthn/lemrd:Q8_0

  - name: lemrd
    type: gguf
    quant: BF16
    base: hf.co/LetheanNetwork/lemrd:BF16
    this: hf.co/lthn/lemrd:BF16