developer_uid: NischayDnk
submission_id: chaiml-nis-cogito14b-si_95804_v1
model_name: chaiml-nis-cogito14b-si_95804_v1
model_group: ChaiML/nis-cogito14b-sim
status: torndown
timestamp: 2025-04-16T17:27:15+00:00
num_battles: 7590
num_wins: 3744
celo_rating: 1281.19
family_friendly_score: 0.5426
family_friendly_standard_error: 0.007045356484948083
submission_type: basic
model_repo: ChaiML/nis-cogito14b-simpos2-datav1-prefsimpo1295
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14765603840.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.47560161209255253, 'latency_mean': 2.102500710487366, 'latency_p50': 2.1159175634384155, 'latency_p90': 2.3056307077407836}, {'batch_size': 3, 'throughput': 0.8765822493839596, 'latency_mean': 3.413950129747391, 'latency_p50': 3.4079363346099854, 'latency_p90': 3.766831660270691}, {'batch_size': 5, 'throughput': 1.0647625252323956, 'latency_mean': 4.666170082092285, 'latency_p50': 4.654971599578857, 'latency_p90': 5.249948263168335}, {'batch_size': 6, 'throughput': 1.1275974712123138, 'latency_mean': 5.291407047510147, 'latency_p50': 5.299177289009094, 'latency_p90': 5.967118096351624}, {'batch_size': 10, 'throughput': 1.204772145513024, 'latency_mean': 8.252049770355224, 'latency_p50': 8.226814866065979, 'latency_p90': 9.326829934120179}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nis-cogito14b-si_95804_v1
is_internal_developer: False
language_model: ChaiML/nis-cogito14b-simpos2-datav1-prefsimpo1295
model_size: 15B
ranking_group: single
throughput_3p7s: 0.93
us_pacific_date: 2025-04-16
win_ratio: 0.4932806324110672
generation_params: {'temperature': 0.75, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-cogito14b-si-95804-v1-mkmlizer
Waiting for job on chaiml-nis-cogito14b-si-95804-v1-mkmlizer to finish
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ _____ __ __ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ /___/ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ Version: 0.12.8 ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ belonging to: ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ║ ║
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: Downloaded to shared memory in 51.808s
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_xmfyz_f, device:0
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: quantized model in 36.732s
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: Processed model ChaiML/nis-cogito14b-simpos2-datav1-prefsimpo1295 in 88.541s
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/added_tokens.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/config.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/tokenizer_config.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/special_tokens_map.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/merges.txt
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/tokenizer.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/vocab.json
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito14b-si-95804-v1/flywheel_model.0.safetensors
chaiml-nis-cogito14b-si-95804-v1-mkmlizer: Loading 0: 0%| | 0/579 [00:00<?, ?it/s] Loading 0: 3%|▎ | 15/579 [00:00<00:04, 136.95it/s] Loading 0: 5%|▌ | 29/579 [00:00<00:04, 122.34it/s] Loading 0: 8%|▊ | 47/579 [00:00<00:03, 146.03it/s] Loading 0: 11%|█ | 63/579 [00:00<00:03, 148.92it/s] Loading 0: 14%|█▍ | 81/579 [00:00<00:05, 92.47it/s] Loading 0: 16%|█▌ | 94/579 [00:00<00:04, 100.07it/s] Loading 0: 18%|█▊ | 107/579 [00:00<00:04, 106.68it/s] Loading 0: 21%|██ | 120/579 [00:01<00:04, 112.12it/s] Loading 0: 24%|██▍ | 140/579 [00:01<00:03, 134.91it/s] Loading 0: 27%|██▋ | 155/579 [00:01<00:03, 132.25it/s] Loading 0: 29%|██▉ | 170/579 [00:01<00:02, 136.52it/s] Loading 0: 32%|███▏ | 187/579 [00:01<00:02, 145.80it/s] Loading 0: 35%|███▌ | 203/579 [00:01<00:04, 88.95it/s] Loading 0: 38%|███▊ | 219/579 [00:01<00:03, 101.43it/s] Loading 0: 40%|████ | 232/579 [00:02<00:03, 105.94it/s] Loading 0: 42%|████▏ | 245/579 [00:02<00:03, 110.96it/s] Loading 0: 46%|████▌ | 265/579 [00:02<00:02, 132.95it/s] Loading 0: 48%|████▊ | 280/579 [00:02<00:02, 130.40it/s] Loading 0: 51%|█████▏ | 297/579 [00:02<00:02, 100.87it/s] Loading 0: 53%|█████▎ | 309/579 [00:02<00:02, 96.43it/s] Loading 0: 56%|█████▋ | 327/579 [00:02<00:02, 110.00it/s] Loading 0: 59%|█████▊ | 340/579 [00:02<00:02, 113.71it/s] Loading 0: 61%|██████ | 353/579 [00:03<00:01, 114.51it/s] Loading 0: 64%|██████▍ | 371/579 [00:03<00:01, 130.09it/s] Loading 0: 67%|██████▋ | 387/579 [00:03<00:01, 135.57it/s] Loading 0: 70%|██████▉ | 405/579 [00:03<00:01, 99.43it/s] Loading 0: 72%|███████▏ | 417/579 [00:03<00:01, 97.29it/s] Loading 0: 75%|███████▌ | 435/579 [00:03<00:01, 112.60it/s] Loading 0: 78%|███████▊ | 449/579 [00:03<00:01, 114.13it/s] Loading 0: 81%|████████▏ | 471/579 [00:04<00:00, 135.44it/s] Loading 0: 84%|████████▍ | 486/579 [00:04<00:00, 134.21it/s] Loading 0: 88%|████████▊ | 508/579 [00:04<00:00, 154.62it/s] Loading 0: 88%|████████▊ | 512/579 [00:22<00:00, 154.62it/s] Loading 0: 89%|████████▊ | 513/579 [00:26<00:30, 2.16it/s] Loading 0: 90%|████████▉ | 521/579 [00:26<00:21, 2.66it/s] Loading 0: 92%|█████████▏| 535/579 [00:26<00:11, 3.90it/s] Loading 0: 96%|█████████▌| 556/579 [00:26<00:03, 6.53it/s] Loading 0: 99%|█████████▊| 571/579 [00:26<00:00, 9.08it/s]
Job chaiml-nis-cogito14b-si-95804-v1-mkmlizer completed after 115.49s with status: succeeded
Stopping job with name chaiml-nis-cogito14b-si-95804-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito14b-si-95804-v1
Waiting for inference service chaiml-nis-cogito14b-si-95804-v1 to be ready
Inference service chaiml-nis-cogito14b-si-95804-v1 ready after 130.72434043884277s
Pipeline stage MKMLDeployer completed in 131.22s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5151798725128174s
Received healthy response to inference request in 1.986527919769287s
Received healthy response to inference request in 2.1039657592773438s
Received healthy response to inference request in 1.9785683155059814s
Received healthy response to inference request in 2.0228822231292725s
5 requests
0 failed requests
5th percentile: 1.9801602363586426
10th percentile: 1.9817521572113037
20th percentile: 1.984935998916626
30th percentile: 1.9937987804412842
40th percentile: 2.0083405017852782
50th percentile: 2.0228822231292725
60th percentile: 2.055315637588501
70th percentile: 2.0877490520477293
80th percentile: 2.1862085819244386
90th percentile: 2.3506942272186278
95th percentile: 2.4329370498657226
99th percentile: 2.4987313079833986
mean time: 2.1214248180389403
Pipeline stage StressChecker completed in 12.16s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.79s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.78s
Shutdown handler de-registered
chaiml-nis-cogito14b-si_95804_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2822.27s
Shutdown handler de-registered
chaiml-nis-cogito14b-si_95804_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito14b-si_95804_v1 status is now torndown due to DeploymentManager action