chaiml-nemo-20241010-t_5991

submission_id: chaiml-nemo-20241010-t_5991_v170

developer_uid: chai_backend_admin

best_of: 4

celo_rating: 1261.34

display_name: chaiml-nemo-20241010-t_5991_v170

family_friendly_score: 0.5910158244002042

family_friendly_standard_error: 0.00606106825185365

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\n{bot_name}:', 'truncate_by_message': False}

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', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

is_internal_developer: True

language_model: ChaiML/nemo-20241010_tier_merge_v4-albert

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: ChaiML/nemo-20241010_tie

model_name: chaiml-nemo-20241010-t_5991_v170

model_num_parameters: 12772070400.0

model_repo: ChaiML/nemo-20241010_tier_merge_v4-albert

model_size: 13B

num_battles: 6888

num_wins: 3904

ranking_group: single

status: torndown

submission_type: basic

timestamp: 2024-10-15T20:00:47+00:00

us_pacific_date: 2024-10-15

win_ratio: 0.5667828106852497

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
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-nemo-20241010-t-5991-v170-mkmlizer
Waiting for job on chaiml-nemo-20241010-t-5991-v170-mkmlizer to finish
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v170-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-t-5991-v170-mkmlizer: Downloaded to shared memory in 30.235s
chaiml-nemo-20241010-t-5991-v170-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6u6eyre_, device:0
chaiml-nemo-20241010-t-5991-v170-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission jic062-dpo-v3-1-nemo-e2_v1: ('http://jic062-dpo-v3-1-nemo-e2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:47490->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-nemo-20241010-t-5991-v170-mkmlizer: quantized model in 36.658s
chaiml-nemo-20241010-t-5991-v170-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 66.894s
chaiml-nemo-20241010-t-5991-v170-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-t-5991-v170-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-t-5991-v170-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170
chaiml-nemo-20241010-t-5991-v170-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170/config.json
chaiml-nemo-20241010-t-5991-v170-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170/special_tokens_map.json
chaiml-nemo-20241010-t-5991-v170-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170/tokenizer_config.json
chaiml-nemo-20241010-t-5991-v170-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170/tokenizer.json
chaiml-nemo-20241010-t-5991-v170-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v170/flywheel_model.0.safetensors
chaiml-nemo-20241010-t-5991-v170-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/363 [00:06<18:24,  3.06s/it]
Loading 0:   2%|▏         | 6/363 [00:06<04:55,  1.21it/s]
Loading 0:   4%|▎         | 13/363 [00:06<01:45,  3.33it/s]
Loading 0:   5%|▍         | 17/363 [00:06<01:10,  4.88it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:42,  7.97it/s]
Loading 0:   8%|▊         | 28/363 [00:06<00:30, 11.09it/s]
Loading 0:   9%|▉         | 33/363 [00:06<00:24, 13.71it/s]
Loading 0:  11%|█         | 40/363 [00:07<00:20, 16.05it/s]
Loading 0:  12%|█▏        | 44/363 [00:07<00:17, 18.19it/s]
Loading 0:  14%|█▍        | 50/363 [00:07<00:13, 23.48it/s]
Loading 0:  15%|█▌        | 56/363 [00:07<00:11, 27.59it/s]
Loading 0:  17%|█▋        | 61/363 [00:07<00:09, 30.27it/s]
Loading 0:  19%|█▊        | 68/363 [00:07<00:08, 36.62it/s]
Loading 0:  20%|██        | 74/363 [00:08<00:08, 35.44it/s]
Loading 0:  22%|██▏       | 79/363 [00:08<00:08, 34.34it/s]
Loading 0:  23%|██▎       | 85/363 [00:08<00:07, 38.06it/s]
Loading 0:  25%|██▍       | 90/363 [00:08<00:07, 37.57it/s]
Loading 0:  26%|██▌       | 95/363 [00:08<00:07, 37.11it/s]
Loading 0:  28%|██▊       | 100/363 [00:08<00:06, 39.57it/s]
Loading 0:  29%|██▉       | 105/363 [00:08<00:07, 36.60it/s]
Loading 0:  31%|███       | 112/363 [00:08<00:05, 44.15it/s]
Loading 0:  32%|███▏      | 117/363 [00:09<00:05, 42.86it/s]
Loading 0:  34%|███▎      | 122/363 [00:09<00:08, 28.87it/s]
Loading 0:  35%|███▍      | 127/363 [00:09<00:07, 32.54it/s]
Loading 0:  36%|███▌      | 131/363 [00:09<00:06, 33.88it/s]
Loading 0:  38%|███▊      | 137/363 [00:09<00:06, 36.92it/s]
Loading 0:  39%|███▉      | 142/363 [00:09<00:05, 37.90it/s]
Loading 0:  41%|████      | 148/363 [00:09<00:05, 42.93it/s]
Loading 0:  42%|████▏     | 153/363 [00:10<00:04, 43.93it/s]
Loading 0:  44%|████▎     | 158/363 [00:10<00:04, 42.10it/s]
Loading 0:  45%|████▍     | 163/363 [00:10<00:04, 43.59it/s]
Loading 0:  46%|████▋     | 168/363 [00:10<00:05, 34.06it/s]
Loading 0:  48%|████▊     | 176/363 [00:10<00:04, 42.17it/s]
Loading 0:  50%|█████     | 182/363 [00:10<00:04, 42.51it/s]
Loading 0:  52%|█████▏    | 187/363 [00:10<00:04, 40.92it/s]
Loading 0:  53%|█████▎    | 194/363 [00:11<00:03, 45.26it/s]
Loading 0:  55%|█████▍    | 199/363 [00:11<00:03, 46.27it/s]
Loading 0:  56%|█████▌    | 204/363 [00:11<00:05, 28.06it/s]
Loading 0:  58%|█████▊    | 211/363 [00:11<00:04, 35.18it/s]
Loading 0:  60%|█████▉    | 216/363 [00:11<00:04, 36.62it/s]
Loading 0:  61%|██████    | 221/363 [00:11<00:03, 38.72it/s]
Loading 0:  62%|██████▏   | 226/363 [00:11<00:03, 41.23it/s]
Loading 0:  64%|██████▎   | 231/363 [00:12<00:03, 37.36it/s]
Loading 0:  66%|██████▌   | 239/363 [00:12<00:02, 45.66it/s]
Loading 0:  67%|██████▋   | 245/363 [00:12<00:02, 45.24it/s]
Loading 0:  69%|██████▉   | 250/363 [00:12<00:02, 44.84it/s]
Loading 0:  71%|███████   | 257/363 [00:12<00:02, 49.65it/s]
Loading 0:  72%|███████▏  | 263/363 [00:12<00:02, 44.92it/s]
Loading 0:  74%|███████▍  | 268/363 [00:12<00:02, 42.70it/s]
Loading 0:  76%|███████▌  | 275/363 [00:13<00:01, 47.56it/s]
Loading 0:  77%|███████▋  | 281/363 [00:13<00:01, 45.42it/s]
Loading 0:  79%|███████▉  | 286/363 [00:13<00:02, 31.09it/s]
Loading 0:  81%|████████  | 293/363 [00:13<00:01, 36.72it/s]
Loading 0:  82%|████████▏ | 298/363 [00:13<00:01, 38.27it/s]
Loading 0:  83%|████████▎ | 303/363 [00:13<00:01, 33.00it/s]
Loading 0:  85%|████████▌ | 310/363 [00:14<00:01, 40.37it/s]
Loading 0:  87%|████████▋ | 315/363 [00:14<00:01, 41.89it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:00, 43.75it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:00, 43.99it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:00, 43.47it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:00, 48.29it/s]
Loading 0:  95%|█████████▍| 344/363 [00:14<00:00, 46.68it/s]
Loading 0:  96%|█████████▌| 349/363 [00:14<00:00, 44.83it/s]
Loading 0:  98%|█████████▊| 356/363 [00:14<00:00, 49.46it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 47.37it/s]
                                                            
Job chaiml-nemo-20241010-t-5991-v170-mkmlizer completed after 94.61s with status: succeeded
Stopping job with name chaiml-nemo-20241010-t-5991-v170-mkmlizer
Pipeline stage MKMLizer completed in 95.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-t-5991-v170
Waiting for inference service chaiml-nemo-20241010-t-5991-v170 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
Inference service chaiml-nemo-20241010-t-5991-v170 ready after 170.66876697540283s
Pipeline stage MKMLDeployer completed in 171.31s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4821932315826416s
Received healthy response to inference request in 1.9281606674194336s
Received healthy response to inference request in 1.6082432270050049s
Received healthy response to inference request in 1.3525428771972656s
Received healthy response to inference request in 1.3403282165527344s
5 requests
0 failed requests
5th percentile: 1.3427711486816407
10th percentile: 1.3452140808105468
20th percentile: 1.3500999450683593
30th percentile: 1.3784729480743407
40th percentile: 1.4303330898284912
50th percentile: 1.4821932315826416
60th percentile: 1.5326132297515869
70th percentile: 1.5830332279205321
80th percentile: 1.6722267150878907
90th percentile: 1.800193691253662
95th percentile: 1.8641771793365478
99th percentile: 1.9153639698028564
mean time: 1.542293643951416
Pipeline stage StressChecker completed in 9.09s
Shutdown handler de-registered
chaiml-nemo-20241010-t_5991_v170 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-t_5991_v170 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-t_5991_v170 status is now torndown due to DeploymentManager action