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45b798c 86b06f4 45b798c 86b06f4 45b798c 541e34f 0d3a2ba 45b798c 86b06f4 0d3a2ba 13a0c89 0d3a2ba 45b798c ec7f6ce 0d3a2ba 2751c6b 0d3a2ba 541e34f 3e54ccf | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 | # 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
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