chaiml-nemo-20241010-t_5991

developer_uid: chai_backend_admin

submission_id: chaiml-nemo-20241010-t_5991_v168

model_name: chaiml-nemo-20241010-t_5991_v168

model_group: ChaiML/nemo-20241010_tie

status: torndown

timestamp: 2024-10-15T19:01:02+00:00

num_battles: 7320

num_wins: 4117

celo_rating: 1267.84

family_friendly_score: 0.6083142092178236

family_friendly_standard_error: 0.005827017696712422

submission_type: basic

model_repo: ChaiML/nemo-20241010_tier_merge_v4-albert

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

display_name: chaiml-nemo-20241010-t_5991_v168

is_internal_developer: True

language_model: ChaiML/nemo-20241010_tier_merge_v4-albert

model_size: 13B

ranking_group: single

us_pacific_date: 2024-10-15

win_ratio: 0.562431693989071

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}

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}

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-nemo-20241010-t-5991-v168-mkmlizer
Waiting for job on chaiml-nemo-20241010-t-5991-v168-mkmlizer to finish
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-t-5991-v168-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-t-5991-v168-mkmlizer: Downloaded to shared memory in 29.010s
chaiml-nemo-20241010-t-5991-v168-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0ple6bg2, device:0
chaiml-nemo-20241010-t-5991-v168-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-t-5991-v168-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-t-5991-v168-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-t-5991-v168-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v168
chaiml-nemo-20241010-t-5991-v168-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v168/config.json
chaiml-nemo-20241010-t-5991-v168-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v168/special_tokens_map.json
chaiml-nemo-20241010-t-5991-v168-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v168/tokenizer_config.json
chaiml-nemo-20241010-t-5991-v168-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v168/tokenizer.json
chaiml-nemo-20241010-t-5991-v168-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/363 [00:06<18:12,  3.03s/it]
Loading 0:   2%|▏         | 6/363 [00:06<04:51,  1.22it/s]
Loading 0:   4%|▎         | 13/363 [00:06<01:44,  3.36it/s]
Loading 0:   5%|▍         | 17/363 [00:06<01:10,  4.90it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:42,  7.97it/s]
Loading 0:   8%|▊         | 29/363 [00:06<00:29, 11.37it/s]
Loading 0:   9%|▉         | 33/363 [00:06<00:24, 13.70it/s]
Loading 0:  11%|█         | 40/363 [00:07<00:19, 16.29it/s]
Loading 0:  12%|█▏        | 44/363 [00:07<00:16, 18.88it/s]
Loading 0:  14%|█▍        | 50/363 [00:07<00:12, 24.24it/s]
Loading 0:  15%|█▌        | 56/363 [00:07<00:11, 27.41it/s]
Loading 0:  17%|█▋        | 60/363 [00:07<00:10, 28.10it/s]
Loading 0:  18%|█▊        | 67/363 [00:07<00:08, 35.85it/s]
Loading 0:  20%|█▉        | 72/363 [00:07<00:07, 36.84it/s]
Loading 0:  21%|██        | 77/363 [00:08<00:07, 38.07it/s]
Loading 0:  23%|██▎       | 83/363 [00:08<00:07, 38.37it/s]
Loading 0:  24%|██▍       | 88/363 [00:08<00:07, 38.88it/s]
Loading 0:  26%|██▌       | 94/363 [00:08<00:06, 43.62it/s]
Loading 0:  27%|██▋       | 99/363 [00:08<00:06, 43.91it/s]
Loading 0:  29%|██▊       | 104/363 [00:08<00:05, 44.88it/s]
Loading 0:  30%|███       | 110/363 [00:08<00:05, 42.96it/s]
Loading 0:  32%|███▏      | 115/363 [00:08<00:05, 42.02it/s]
Loading 0:  33%|███▎      | 120/363 [00:09<00:05, 43.27it/s]
Loading 0:  34%|███▍      | 125/363 [00:09<00:08, 28.14it/s]
Loading 0:  36%|███▌      | 131/363 [00:09<00:06, 33.39it/s]
Loading 0:  38%|███▊      | 137/363 [00:09<00:06, 35.15it/s]
Loading 0:  39%|███▉      | 142/363 [00:09<00:06, 36.29it/s]
Loading 0:  41%|████      | 149/363 [00:09<00:05, 41.94it/s]
Loading 0:  43%|████▎     | 155/363 [00:10<00:05, 40.33it/s]
Loading 0:  44%|████▍     | 160/363 [00:10<00:05, 40.12it/s]
Loading 0:  46%|████▌     | 167/363 [00:10<00:04, 44.89it/s]
Loading 0:  47%|████▋     | 172/363 [00:10<00:04, 45.91it/s]
Loading 0:  49%|████▉     | 177/363 [00:10<00:04, 37.55it/s]
Loading 0:  51%|█████     | 184/363 [00:10<00:03, 44.76it/s]
Loading 0:  52%|█████▏    | 189/363 [00:10<00:03, 44.39it/s]
Loading 0:  53%|█████▎    | 194/363 [00:10<00:03, 44.13it/s]
Loading 0:  55%|█████▍    | 199/363 [00:11<00:03, 44.86it/s]
Loading 0:  56%|█████▌    | 204/363 [00:11<00:05, 27.13it/s]
Loading 0:  58%|█████▊    | 211/363 [00:11<00:04, 33.97it/s]
Loading 0:  60%|█████▉    | 216/363 [00:11<00:04, 35.74it/s]
Loading 0:  61%|██████    | 221/363 [00:11<00:03, 37.48it/s]
Loading 0:  63%|██████▎   | 227/363 [00:11<00:03, 37.63it/s]
Loading 0:  64%|██████▍   | 232/363 [00:12<00:03, 38.48it/s]
Loading 0:  66%|██████▌   | 238/363 [00:12<00:02, 42.29it/s]
Loading 0:  67%|██████▋   | 243/363 [00:12<00:02, 41.24it/s]
Loading 0:  68%|██████▊   | 248/363 [00:12<00:02, 42.44it/s]
Loading 0:  70%|██████▉   | 254/363 [00:12<00:02, 41.32it/s]
Loading 0:  71%|███████▏  | 259/363 [00:12<00:02, 41.47it/s]
Loading 0:  73%|███████▎  | 265/363 [00:12<00:02, 45.48it/s]
Loading 0:  74%|███████▍  | 270/363 [00:12<00:02, 44.77it/s]
Loading 0:  76%|███████▌  | 275/363 [00:12<00:01, 44.89it/s]
Loading 0:  77%|███████▋  | 281/363 [00:13<00:01, 42.12it/s]
Loading 0:  79%|███████▉  | 286/363 [00:13<00:02, 28.73it/s]
Loading 0:  80%|████████  | 292/363 [00:13<00:02, 33.90it/s]
Loading 0:  82%|████████▏ | 297/363 [00:13<00:01, 36.06it/s]
Loading 0:  83%|████████▎ | 302/363 [00:13<00:01, 38.14it/s]
Loading 0:  85%|████████▍ | 307/363 [00:13<00:01, 40.77it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:01, 34.55it/s]
Loading 0:  88%|████████▊ | 319/363 [00:14<00:01, 41.77it/s]
Loading 0:  89%|████████▉ | 324/363 [00:14<00:00, 40.65it/s]
Loading 0:  91%|█████████ | 329/363 [00:14<00:00, 41.52it/s]
Loading 0:  92%|█████████▏| 335/363 [00:14<00:00, 40.40it/s]
Loading 0:  94%|█████████▎| 340/363 [00:14<00:00, 40.56it/s]
Loading 0:  95%|█████████▌| 346/363 [00:14<00:00, 45.06it/s]
Loading 0:  97%|█████████▋| 351/363 [00:14<00:00, 44.81it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 44.99it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 42.66it/s]
                                                            
Job chaiml-nemo-20241010-t-5991-v168-mkmlizer completed after 93.72s with status: succeeded
Stopping job with name chaiml-nemo-20241010-t-5991-v168-mkmlizer
Pipeline stage MKMLizer completed in 94.76s
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-nemo-20241010-t-5991-v168
Waiting for inference service chaiml-nemo-20241010-t-5991-v168 to be ready
Inference service chaiml-nemo-20241010-t-5991-v168 ready after 160.57657432556152s
Pipeline stage MKMLDeployer completed in 161.54s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0363118648529053s
Received healthy response to inference request in 1.5268971920013428s
Received healthy response to inference request in 1.663555383682251s
Received healthy response to inference request in 1.7788758277893066s
Failed to get response for submission nousresearch-llama-2-13_8998_v10: ('http://nousresearch-llama-2-13-8998-v10-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:39586->127.0.0.1:8080: read: connection reset by peer\n')
Received healthy response to inference request in 1.6509621143341064s
5 requests
0 failed requests
5th percentile: 1.5517101764678956
10th percentile: 1.5765231609344483
20th percentile: 1.6261491298675537
30th percentile: 1.6534807682037354
40th percentile: 1.6585180759429932
50th percentile: 1.663555383682251
60th percentile: 1.7096835613250732
70th percentile: 1.7558117389678956
80th percentile: 1.8303630352020264
90th percentile: 1.9333374500274658
95th percentile: 1.9848246574401855
99th percentile: 2.0260144233703614
mean time: 1.7313204765319825
Pipeline stage StressChecker completed in 10.06s
Shutdown handler de-registered
chaiml-nemo-20241010-t_5991_v168 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-t_5991_v168 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-t_5991_v168 status is now torndown due to DeploymentManager action