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[2026-06-10 02:01:26] |
=== GGUF Model Evaluation === |
[2026-06-10 02:01:26] Timestamp : 20260610_020125 |
[2026-06-10 02:01:26] Eval dir : /tmp/llama_eval/evaluation |
[2026-06-10 02:01:26] Temp dir : /tmp/working/quants_for_model_base |
[2026-06-10 02:01:26] DAT dir : /tmp/llama_dat |
[2026-06-10 02:01:26] Binary dir: /workspace/llama_bins/cuda-12.8 |
[2026-06-10 02:01:26] Binary : /workspace/llama_bins/cuda-12.8/llama-perplexity |
[2026-06-10 02:01:26] Target models to evaluate: 9 |
[2026-06-10 02:01:26] ⚠️ Default test file not found: /tmp/wiki_test.raw |
[2026-06-10 02:01:26] Test files: 0 |
[2026-06-10 02:01:26] ❌ No test files available. Exiting. |
[2026-06-10 02:02:43] |
=== GGUF Model Evaluation === |
[2026-06-10 02:02:43] Timestamp : 20260610_020243 |
[2026-06-10 02:02:43] Eval dir : /tmp/llama_eval/evaluation |
[2026-06-10 02:02:43] Temp dir : /tmp/working/quants_for_model_base |
[2026-06-10 02:02:43] DAT dir : /tmp/llama_dat |
[2026-06-10 02:02:43] Binary dir: /workspace/llama_bins/cuda-12.8 |
[2026-06-10 02:02:43] Binary : /workspace/llama_bins/cuda-12.8/llama-perplexity |
[2026-06-10 02:02:43] Target models to evaluate: 9 |
[2026-06-10 02:02:43] Using default test file: /tmp/wiki_test.raw |
[2026-06-10 02:02:43] Test files: 1 |
[2026-06-10 02:02:43] |
📥 Downloading base model: w-ahmad/Gemma-4-12B-it-qat-GGUF-MoQ / bf16/Gemma-4-12B-it-qat-q4_0-unquantized-BF16.gguf |
[2026-06-10 02:04:37] ✅ Base model downloaded: /tmp/working/quants_for_model_base/bf16/Gemma-4-12B-it-qat-q4_0-unquantized-BF16.gguf |
[2026-06-10 02:04:37] |
============================================================ |
[2026-06-10 02:04:37] PHASE 1: Generating base logits for all files |
[2026-06-10 02:04:37] ============================================================ |
[2026-06-10 02:04:37] [1/1] Base model on /tmp/wiki_test.raw → /tmp/llama_dat/base_logits_0.dat |
[2026-06-10 02:04:37] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /tmp/working/quants_for_model_base/bf16/Gemma-4-12B-it-qat-q4_0-unquantized-BF16.gguf -f /tmp/wiki_test.raw -c 512 -b 512 -np 1 --kl-divergence-base /tmp/llama_dat/base_logits_0.dat --seed 1337 -ngl 99 --chunks 50 |
[2026-06-10 02:04:38] 0.00.346.273 I common_init_result: fitting params to device memory ... |
[2026-06-10 02:04:38] 0.00.346.281 I common_init_result: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on) |
[2026-06-10 02:04:44] 0.06.224.362 W load: control-looking token: 212 '</s>' was not control-type; this is probably a bug in the model. its type will be overridden |
[2026-06-10 02:04:44] 0.06.225.359 W load: control-looking token: 50 '<|tool_response>' was not control-type; this is probably a bug in the model. its type will be overridden |
[2026-06-10 02:04:44] 0.06.272.207 W load: special_eog_ids contains '<|tool_response>', removing '</s>' token from EOG list |
[2026-06-10 02:06:47] 2.09.422.948 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized |
[2026-06-10 02:06:47] 2.09.475.035 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) |
[2026-06-10 02:07:21] 2.43.236.922 I |
[2026-06-10 02:07:21] 2.43.239.930 I system_info: n_threads = 2 (n_threads_batch = 2) / 4 | CUDA : ARCHS = 750,800,860,890,900,1000,1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 | |
[2026-06-10 02:07:21] 2.43.240.768 I perplexity: saving all logits to /tmp/llama_dat/base_logits_0.dat |
[2026-06-10 02:07:21] 2.43.240.785 I perplexity: tokenizing the input .. |
[2026-06-10 02:07:22] 2.44.414.448 I perplexity: tokenization took 1173.65 ms |
[2026-06-10 02:07:22] 2.44.414.830 I perplexity: calculating perplexity over 50 chunks, n_ctx=512, batch_size=512, n_seq=1 |
[2026-06-10 02:07:47] 3.09.056.851 I perplexity: 24.45 seconds per pass - ETA 20.37 minutes |
[2026-06-10 02:12:15] [1]257.2020,[2]428.8319,[3]360.8498,[4]323.3247,[5]318.9116,[6]354.8888,[7]405.4662,[8]468.3036,[9]496.3879,[10]513.7203,[11]469.2185,[12]476.6695,[13]475.3092,[14]462.1140,[15]459.5787,[16]471.9408,[17]406.9004,[18]431.7907,[19]424.6657,[20]433.1220,[21]407.5252,[22]392.5127,[23]379.8024,[24]351.... |
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