cgato-nemo-12b-thespice-_8302

developer_uid: c.gato

submission_id: cgato-nemo-12b-thespice-_8302_v4

model_name: cgato-nemo-12b-thespice-_8302_v4

model_group: cgato/Nemo-12b-TheSpice-

status: inactive

timestamp: 2024-11-16T21:59:19+00:00

num_battles: 12639

num_wins: 6586

celo_rating: 1262.88

family_friendly_score: 0.571

family_friendly_standard_error: 0.006999414261207862

submission_type: basic

model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772121600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6179410931798597, 'latency_mean': 1.618217021226883, 'latency_p50': 1.6280466318130493, 'latency_p90': 1.7764403820037842}, {'batch_size': 3, 'throughput': 1.1393489103782721, 'latency_mean': 2.622485296726227, 'latency_p50': 2.624361038208008, 'latency_p90': 2.9127043724060058}, {'batch_size': 5, 'throughput': 1.3949966265163642, 'latency_mean': 3.572016478776932, 'latency_p50': 3.559175133705139, 'latency_p90': 4.065176939964294}, {'batch_size': 6, 'throughput': 1.4615768561771414, 'latency_mean': 4.073112692832947, 'latency_p50': 4.104986190795898, 'latency_p90': 4.568887639045715}, {'batch_size': 8, 'throughput': 1.5328196238147092, 'latency_mean': 5.19614052772522, 'latency_p50': 5.150961756706238, 'latency_p90': 5.853568983078002}, {'batch_size': 10, 'throughput': 1.5710610552425694, 'latency_mean': 6.316497473716736, 'latency_p50': 6.3703389167785645, 'latency_p90': 7.246647191047669}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-thespice-_8302_v4

is_internal_developer: False

language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.42

us_pacific_date: 2024-11-16

win_ratio: 0.5210855289184271

generation_params: {'temperature': 0.8, 'top_p': 0.9, '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-8302-v4-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-8302-v4-mkmlizer to finish
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-8302-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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
cgato-nemo-12b-thespice-8302-v4-mkmlizer: quantized model in 36.059s
cgato-nemo-12b-thespice-8302-v4-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2 in 130.809s
cgato-nemo-12b-thespice-8302-v4-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-8302-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-8302-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4
cgato-nemo-12b-thespice-8302-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4/config.json
cgato-nemo-12b-thespice-8302-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4/special_tokens_map.json
cgato-nemo-12b-thespice-8302-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4/tokenizer_config.json
cgato-nemo-12b-thespice-8302-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4/tokenizer.json
cgato-nemo-12b-thespice-8302-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-8302-v4/flywheel_model.0.safetensors
cgato-nemo-12b-thespice-8302-v4-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:10, 32.64it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:06, 52.12it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 46.52it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:07, 44.73it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 50.08it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 46.23it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 45.47it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 50.59it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 46.97it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:08, 35.71it/s]
Loading 0:  18%|█▊        | 66/363 [00:01<00:08, 36.33it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 40.43it/s]
Loading 0:  21%|██        | 77/363 [00:01<00:06, 42.47it/s]
Loading 0:  23%|██▎       | 82/363 [00:01<00:07, 35.94it/s]
Loading 0:  25%|██▍       | 89/363 [00:02<00:06, 42.90it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:06, 43.47it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:05, 44.30it/s]
Loading 0:  29%|██▉       | 105/363 [00:02<00:06, 42.88it/s]
Loading 0:  31%|███       | 112/363 [00:02<00:05, 46.39it/s]
Loading 0:  32%|███▏      | 117/363 [00:02<00:05, 44.37it/s]
Loading 0:  34%|███▎      | 122/363 [00:02<00:05, 45.33it/s]
Loading 0:  35%|███▍      | 127/363 [00:02<00:06, 38.54it/s]
Loading 0:  37%|███▋      | 134/363 [00:03<00:05, 45.17it/s]
Loading 0:  38%|███▊      | 139/363 [00:03<00:04, 45.10it/s]
Loading 0:  40%|███▉      | 144/363 [00:03<00:07, 28.86it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:07, 30.28it/s]
Loading 0:  43%|████▎     | 156/363 [00:03<00:05, 37.12it/s]
Loading 0:  44%|████▍     | 161/363 [00:03<00:05, 38.29it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:05, 38.97it/s]
Loading 0:  47%|████▋     | 172/363 [00:04<00:04, 38.39it/s]
Loading 0:  49%|████▉     | 177/363 [00:04<00:04, 38.05it/s]
Loading 0:  50%|█████     | 183/363 [00:04<00:04, 42.09it/s]
Loading 0:  52%|█████▏    | 188/363 [00:04<00:04, 42.14it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 43.26it/s]
Loading 0:  55%|█████▍    | 198/363 [00:04<00:03, 44.45it/s]
Loading 0:  56%|█████▌    | 203/363 [00:04<00:04, 35.23it/s]
Loading 0:  58%|█████▊    | 210/363 [00:05<00:03, 42.36it/s]
Loading 0:  59%|█████▉    | 215/363 [00:05<00:03, 41.55it/s]
Loading 0:  61%|██████    | 220/363 [00:05<00:03, 42.11it/s]
Loading 0:  62%|██████▏   | 225/363 [00:05<00:05, 27.47it/s]
Loading 0:  63%|██████▎   | 230/363 [00:05<00:04, 29.97it/s]
Loading 0:  65%|██████▌   | 237/363 [00:05<00:03, 37.23it/s]
Loading 0:  67%|██████▋   | 242/363 [00:06<00:03, 38.68it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:02, 40.00it/s]
Loading 0:  69%|██████▉   | 252/363 [00:06<00:02, 41.82it/s]
Loading 0:  71%|███████   | 257/363 [00:06<00:03, 33.24it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 40.54it/s]
Loading 0:  74%|███████▍  | 269/363 [00:06<00:02, 40.62it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:02, 40.83it/s]
Loading 0:  77%|███████▋  | 279/363 [00:06<00:01, 42.91it/s]
Loading 0:  78%|███████▊  | 284/363 [00:07<00:02, 37.36it/s]
Loading 0:  80%|████████  | 291/363 [00:07<00:01, 44.89it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 44.66it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 47.97it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:20,  2.69it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.37it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:07,  5.41it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.28it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.27it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 13.00it/s]
Loading 0:  94%|█████████▍| 343/363 [00:15<00:01, 16.04it/s]
Loading 0:  96%|█████████▌| 348/363 [00:15<00:00, 17.90it/s]
Loading 0:  98%|█████████▊| 355/363 [00:15<00:00, 24.16it/s]
Loading 0:  99%|█████████▉| 360/363 [00:15<00:00, 27.34it/s]
                                                            
Job cgato-nemo-12b-thespice-8302-v4-mkmlizer completed after 156.02s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-8302-v4-mkmlizer
Pipeline stage MKMLizer completed in 156.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-8302-v4
Waiting for inference service cgato-nemo-12b-thespice-8302-v4 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-8302-v4 ready after 200.98102140426636s
Pipeline stage MKMLDeployer completed in 201.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.196608066558838s
Received healthy response to inference request in 1.764549732208252s
Received healthy response to inference request in 2.4686431884765625s
Received healthy response to inference request in 2.657707691192627s
Received healthy response to inference request in 1.938180685043335s
5 requests
0 failed requests
5th percentile: 1.7992759227752686
10th percentile: 1.8340021133422852
20th percentile: 1.9034544944763183
30th percentile: 1.9898661613464355
40th percentile: 2.093237113952637
50th percentile: 2.196608066558838
60th percentile: 2.3054221153259276
70th percentile: 2.4142361640930177
80th percentile: 2.5064560890197756
90th percentile: 2.5820818901062013
95th percentile: 2.619894790649414
99th percentile: 2.6501451110839844
mean time: 2.2051378726959228
Pipeline stage StressChecker completed in 13.12s
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 2.40s
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 2.08s
Shutdown handler de-registered
cgato-nemo-12b-thespice-_8302_v4 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 2667.75s
Shutdown handler de-registered
cgato-nemo-12b-thespice-_8302_v4 status is now inactive due to auto deactivation removed underperforming models