developer_uid: c.gato
submission_id: cgato-nemo-12b-thespice_1853_v12
model_name: cgato-nemo-12b-thespice_1853_v12
model_group: cgato/Nemo-12b-TheSpice-
status: inactive
timestamp: 2024-11-16T17:49:28+00:00
num_battles: 13973
num_wins: 7395
celo_rating: 1268.02
family_friendly_score: 0.5734
family_friendly_standard_error: 0.006994461237293406
submission_type: basic
model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k
model_architecture: MistralForCausalLM
model_num_parameters: 12772121600.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6185443212501804, 'latency_mean': 1.6166007673740388, 'latency_p50': 1.618511438369751, 'latency_p90': 1.7779189348220825}, {'batch_size': 3, 'throughput': 1.1333441850694626, 'latency_mean': 2.6347357022762297, 'latency_p50': 2.6245797872543335, 'latency_p90': 2.9578630685806275}, {'batch_size': 5, 'throughput': 1.3776684370213097, 'latency_mean': 3.624269014596939, 'latency_p50': 3.633773684501648, 'latency_p90': 4.017208480834961}, {'batch_size': 6, 'throughput': 1.4548670447104362, 'latency_mean': 4.108889756202697, 'latency_p50': 4.084880471229553, 'latency_p90': 4.546996283531189}, {'batch_size': 8, 'throughput': 1.5065487457824833, 'latency_mean': 5.2738110232353215, 'latency_p50': 5.274685859680176, 'latency_p90': 5.9142729282379145}, {'batch_size': 10, 'throughput': 1.551440284260223, 'latency_mean': 6.4057623434066775, 'latency_p50': 6.456318020820618, 'latency_p90': 7.274510312080383}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cgato-nemo-12b-thespice_1853_v12
is_internal_developer: False
language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k
model_size: 13B
ranking_group: single
throughput_3p7s: 1.39
us_pacific_date: 2024-11-16
win_ratio: 0.5292349531238818
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}
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 cgato-nemo-12b-thespice-1853-v12-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v12-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-thespice-1853-v12-mkmlizer: Downloaded to shared memory in 33.395s
cgato-nemo-12b-thespice-1853-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp03ywby84, device:0
cgato-nemo-12b-thespice-1853-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v12-mkmlizer: quantized model in 37.300s
cgato-nemo-12b-thespice-1853-v12-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 70.695s
cgato-nemo-12b-thespice-1853-v12-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12
cgato-nemo-12b-thespice-1853-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12/config.json
cgato-nemo-12b-thespice-1853-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12/tokenizer.json
cgato-nemo-12b-thespice-1853-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v12/flywheel_model.0.safetensors
cgato-nemo-12b-thespice-1853-v12-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:11, 31.26it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 49.28it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 43.84it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 42.37it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 47.66it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 44.16it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 43.00it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 47.62it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 44.36it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:09, 32.94it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 32.49it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 38.90it/s]
Loading 0:  21%|██        | 77/363 [00:01<00:06, 41.13it/s]
Loading 0:  23%|██▎       | 82/363 [00:02<00:07, 35.47it/s]
Loading 0:  25%|██▍       | 89/363 [00:02<00:06, 42.92it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:06, 43.16it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:06, 43.87it/s]
Loading 0:  29%|██▉       | 105/363 [00:02<00:06, 41.54it/s]
Loading 0:  30%|███       | 110/363 [00:02<00:06, 39.86it/s]
Loading 0:  32%|███▏      | 115/363 [00:02<00:05, 41.36it/s]
Loading 0:  33%|███▎      | 120/363 [00:02<00:06, 39.78it/s]
Loading 0:  34%|███▍      | 125/363 [00:03<00:05, 41.25it/s]
Loading 0:  36%|███▌      | 130/363 [00:03<00:05, 41.33it/s]
Loading 0:  37%|███▋      | 135/363 [00:03<00:05, 41.95it/s]
Loading 0:  39%|███▊      | 140/363 [00:03<00:05, 43.97it/s]
Loading 0:  40%|███▉      | 145/363 [00:03<00:08, 26.56it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:07, 27.44it/s]
Loading 0:  43%|████▎     | 156/363 [00:03<00:05, 35.13it/s]
Loading 0:  44%|████▍     | 161/363 [00:04<00:05, 37.05it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:05, 39.08it/s]
Loading 0:  47%|████▋     | 172/363 [00:04<00:04, 38.65it/s]
Loading 0:  49%|████▉     | 177/363 [00:04<00:04, 37.92it/s]
Loading 0:  50%|█████     | 183/363 [00:04<00:04, 43.04it/s]
Loading 0:  52%|█████▏    | 188/363 [00:04<00:04, 43.07it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 44.01it/s]
Loading 0:  55%|█████▍    | 198/363 [00:04<00:03, 44.79it/s]
Loading 0:  56%|█████▌    | 203/363 [00:05<00:04, 36.41it/s]
Loading 0:  58%|█████▊    | 210/363 [00:05<00:03, 44.22it/s]
Loading 0:  59%|█████▉    | 215/363 [00:05<00:03, 44.09it/s]
Loading 0:  61%|██████    | 220/363 [00:05<00:03, 45.58it/s]
Loading 0:  62%|██████▏   | 225/363 [00:05<00:04, 28.14it/s]
Loading 0:  63%|██████▎   | 230/363 [00:05<00:04, 29.85it/s]
Loading 0:  65%|██████▌   | 237/363 [00:06<00:03, 37.14it/s]
Loading 0:  67%|██████▋   | 242/363 [00:06<00:03, 38.71it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:02, 40.22it/s]
Loading 0:  69%|██████▉   | 252/363 [00:06<00:02, 42.55it/s]
Loading 0:  71%|███████   | 257/363 [00:06<00:03, 35.12it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 42.11it/s]
Loading 0:  74%|███████▍  | 269/363 [00:06<00:02, 41.60it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:02, 42.40it/s]
Loading 0:  77%|███████▋  | 279/363 [00:07<00:01, 43.56it/s]
Loading 0:  78%|███████▊  | 284/363 [00:07<00:02, 36.26it/s]
Loading 0:  80%|████████  | 291/363 [00:07<00:01, 43.45it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 43.42it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 47.16it/s]
Loading 0:  85%|████████▍ | 307/363 [00:14<00:22,  2.49it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.36it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:08,  5.35it/s]
Loading 0:  90%|████████▉ | 326/363 [00:15<00:05,  7.16it/s]
Loading 0:  91%|█████████ | 331/363 [00:15<00:03,  9.10it/s]
Loading 0:  93%|█████████▎| 337/363 [00:15<00:02, 12.31it/s]
Loading 0:  94%|█████████▍| 342/363 [00:15<00:01, 15.21it/s]
Loading 0:  96%|█████████▌| 347/363 [00:15<00:00, 18.52it/s]
Loading 0:  97%|█████████▋| 352/363 [00:15<00:00, 22.46it/s]
Loading 0:  98%|█████████▊| 357/363 [00:15<00:00, 23.29it/s]
                                                            

Job cgato-nemo-12b-thespice-1853-v12-mkmlizer completed after 95.23s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v12-mkmlizer
Pipeline stage MKMLizer completed in 95.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-1853-v12
Waiting for inference service cgato-nemo-12b-thespice-1853-v12 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service cgato-nemo-12b-thespice-1853-v12 ready after 200.76166462898254s
Pipeline stage MKMLDeployer completed in 201.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3574650287628174s
Received healthy response to inference request in 1.8978631496429443s
Received healthy response to inference request in 2.038698196411133s
Received healthy response to inference request in 1.6820297241210938s
Received healthy response to inference request in 2.0408260822296143s
5 requests
0 failed requests
5th percentile: 1.725196409225464
10th percentile: 1.768363094329834
20th percentile: 1.8546964645385742
30th percentile: 1.926030158996582
40th percentile: 1.9823641777038574
50th percentile: 2.038698196411133
60th percentile: 2.0395493507385254
70th percentile: 2.040400505065918
80th percentile: 2.104153871536255
90th percentile: 2.230809450149536
95th percentile: 2.2941372394561768
99th percentile: 2.3447994709014894
mean time: 2.0033764362335207
Pipeline stage StressChecker completed in 11.52s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 5.79s
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 3.20s
Shutdown handler de-registered
cgato-nemo-12b-thespice_1853_v12 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 2674.22s
Shutdown handler de-registered
cgato-nemo-12b-thespice_1853_v12 status is now inactive due to auto deactivation removed underperforming models