| { |
| "candidate": "iter13_llamacpp_chat_fixed", |
| "live_server": { |
| "url": "http://127.0.0.1:8080", |
| "model": "sjakek/LFM-2.5-8B-1B-hermes-ft:Q6KXL", |
| "ctx": 65536 |
| }, |
| "mlx": { |
| "8bit": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/model_variants/iter13_llamacpp_chat_fixed/mlx-8bit", |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_mlx_8bit_normal_chat_regression.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_mlx_8bit_all_fixed_hermes.json" |
| }, |
| "6bit": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/model_variants/iter13_llamacpp_chat_fixed/mlx-6bit", |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_mlx_6bit_normal_chat_regression.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_mlx_6bit_all_fixed_hermes.json" |
| } |
| }, |
| "gguf": { |
| "Q8KXL": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/gguf/iter13_llamacpp_chat_fixed/quants/LFM-2.5-8B-1B-Hermes-Tuned-Q8KXL.gguf", |
| "size_bytes": 9279548576, |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q8KXL_normal_chat_regression_v2.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q8KXL_all_fixed_hermes.json" |
| }, |
| "Q6KXL": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/gguf/iter13_llamacpp_chat_fixed/quants/LFM-2.5-8B-1B-Hermes-Tuned-Q6KXL.gguf", |
| "size_bytes": 7671360672, |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q6KXL_normal_chat_regression_v2.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q6KXL_all_fixed_hermes.json" |
| }, |
| "Q5KXL": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/gguf/iter13_llamacpp_chat_fixed/quants/LFM-2.5-8B-1B-Hermes-Tuned-Q5KXL.gguf", |
| "size_bytes": 6928018592, |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q5KXL_normal_chat_regression_v2.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q5KXL_all_fixed_hermes.json" |
| }, |
| "Q4KXL": { |
| "path": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/gguf/iter13_llamacpp_chat_fixed/quants/LFM-2.5-8B-1B-Hermes-Tuned-Q4KXL.gguf", |
| "size_bytes": 6166588576, |
| "normal_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q4KXL_normal_chat_regression_v3.json", |
| "tool_eval": "/Users/jkooker/Documents/Codex/2026-05-28/get-this-new-model-up-and/release_work/lfm25-moe8-mac-trainer/artifacts/evals/iter13_gguf_Q4KXL_all_fixed_hermes.json" |
| } |
| }, |
| "notes": [ |
| "iter10/early GGUF quants were withdrawn for normal-chat early-stop regression", |
| "iter13 adds targeted llama.cpp chat-retention repair while preserving fixed Hermes tool routing" |
| ] |
| } |
