developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-ti_5991_v56
model_name: chaiml-nemo-20241010-ti_5991_v56
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-13T07:00:45+00:00
num_battles: 14121
num_wins: 7220
celo_rating: 1259.05
family_friendly_score: 0.564426184101191
family_friendly_standard_error: 0.00473304646285659
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-ti_5991_v56
is_internal_developer: True
language_model: ChaiML/nemo-20241010_tier_merge_v4-albert
model_size: 13B
ranking_group: single
us_pacific_date: 2024-10-13
win_ratio: 0.5112952340485801
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-ti-5991-v56-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v56-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: Downloaded to shared memory in 31.035s
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzt3yrw74, device:0
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: quantized model in 36.803s
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 67.839s
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v56
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v56/config.json
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v56/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v56/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v56/flywheel_model.0.safetensors
chaiml-nemo-20241010-ti-5991-v56-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/363 [00:06<18:26,  3.06s/it]
Loading 0:   2%|▏         | 6/363 [00:06<04:57,  1.20it/s]
Loading 0:   4%|▎         | 13/363 [00:06<01:46,  3.29it/s]
Loading 0:   5%|▍         | 17/363 [00:06<01:12,  4.79it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:43,  7.79it/s]
Loading 0:   7%|▋         | 27/363 [00:06<00:33, 10.11it/s]
Loading 0:   9%|▉         | 32/363 [00:06<00:24, 13.58it/s]
Loading 0:  10%|█         | 37/363 [00:07<00:18, 17.73it/s]
Loading 0:  12%|█▏        | 42/363 [00:07<00:20, 15.84it/s]
Loading 0:  14%|█▍        | 50/363 [00:07<00:13, 23.22it/s]
Loading 0:  15%|█▌        | 56/363 [00:07<00:11, 26.96it/s]
Loading 0:  17%|█▋        | 61/363 [00:07<00:10, 29.65it/s]
Loading 0:  19%|█▊        | 68/363 [00:07<00:08, 35.71it/s]
Loading 0:  20%|██        | 74/363 [00:08<00:07, 36.73it/s]
Loading 0:  22%|██▏       | 79/363 [00:08<00:07, 37.67it/s]
Loading 0:  24%|██▎       | 86/363 [00:08<00:06, 42.92it/s]
Loading 0:  25%|██▌       | 92/363 [00:08<00:06, 41.39it/s]
Loading 0:  27%|██▋       | 97/363 [00:08<00:06, 40.46it/s]
Loading 0:  29%|██▊       | 104/363 [00:08<00:05, 45.80it/s]
Loading 0:  30%|███       | 110/363 [00:08<00:05, 44.90it/s]
Loading 0:  32%|███▏      | 115/363 [00:09<00:05, 42.75it/s]
Loading 0:  33%|███▎      | 121/363 [00:09<00:07, 32.31it/s]
Loading 0:  34%|███▍      | 125/363 [00:09<00:07, 32.40it/s]
Loading 0:  36%|███▌      | 131/363 [00:09<00:06, 36.43it/s]
Loading 0:  38%|███▊      | 137/363 [00:09<00:06, 37.56it/s]
Loading 0:  39%|███▉      | 141/363 [00:09<00:06, 35.61it/s]
Loading 0:  41%|████      | 149/363 [00:09<00:04, 43.52it/s]
Loading 0:  43%|████▎     | 155/363 [00:10<00:04, 42.36it/s]
Loading 0:  44%|████▍     | 160/363 [00:10<00:05, 40.53it/s]
Loading 0:  46%|████▌     | 166/363 [00:10<00:04, 43.70it/s]
Loading 0:  47%|████▋     | 171/363 [00:10<00:04, 43.35it/s]
Loading 0:  48%|████▊     | 176/363 [00:10<00:04, 43.22it/s]
Loading 0:  50%|█████     | 182/363 [00:10<00:04, 41.05it/s]
Loading 0:  52%|█████▏    | 187/363 [00:10<00:04, 40.65it/s]
Loading 0:  53%|█████▎    | 194/363 [00:10<00:03, 46.02it/s]
Loading 0:  55%|█████▌    | 200/363 [00:11<00:03, 44.53it/s]
Loading 0:  56%|█████▋    | 205/363 [00:11<00:05, 30.00it/s]
Loading 0:  58%|█████▊    | 212/363 [00:11<00:04, 36.18it/s]
Loading 0:  60%|██████    | 218/363 [00:11<00:03, 37.06it/s]
Loading 0:  61%|██████▏   | 223/363 [00:11<00:03, 36.83it/s]
Loading 0:  63%|██████▎   | 230/363 [00:11<00:03, 42.31it/s]
Loading 0:  65%|██████▌   | 236/363 [00:12<00:02, 42.51it/s]
Loading 0:  66%|██████▋   | 241/363 [00:12<00:03, 40.49it/s]
Loading 0:  68%|██████▊   | 248/363 [00:12<00:02, 45.46it/s]
Loading 0:  70%|██████▉   | 254/363 [00:12<00:02, 44.10it/s]
Loading 0:  71%|███████▏  | 259/363 [00:12<00:02, 41.99it/s]
Loading 0:  73%|███████▎  | 265/363 [00:12<00:02, 45.82it/s]
Loading 0:  74%|███████▍  | 270/363 [00:12<00:02, 45.16it/s]
Loading 0:  76%|███████▌  | 275/363 [00:12<00:01, 45.98it/s]
Loading 0:  77%|███████▋  | 280/363 [00:13<00:01, 45.53it/s]
Loading 0:  79%|███████▊  | 285/363 [00:13<00:02, 26.80it/s]
Loading 0:  81%|████████  | 293/363 [00:13<00:01, 35.26it/s]
Loading 0:  82%|████████▏ | 299/363 [00:13<00:01, 36.38it/s]
Loading 0:  84%|████████▎ | 304/363 [00:13<00:01, 36.99it/s]
Loading 0:  86%|████████▌ | 311/363 [00:13<00:01, 42.42it/s]
Loading 0:  87%|████████▋ | 317/363 [00:14<00:01, 42.09it/s]
Loading 0:  89%|████████▊ | 322/363 [00:14<00:01, 40.95it/s]
Loading 0:  90%|█████████ | 328/363 [00:14<00:00, 44.91it/s]
Loading 0:  92%|█████████▏| 333/363 [00:14<00:00, 42.82it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:00, 43.75it/s]
Loading 0:  94%|█████████▍| 343/363 [00:14<00:00, 44.83it/s]
Loading 0:  96%|█████████▌| 348/363 [00:14<00:00, 37.28it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 45.31it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 43.63it/s]
                                                            

Job chaiml-nemo-20241010-ti-5991-v56-mkmlizer completed after 94.13s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v56-mkmlizer
Pipeline stage MKMLizer completed in 94.69s
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-ti-5991-v56
Waiting for inference service chaiml-nemo-20241010-ti-5991-v56 to be ready
Failed to get response for submission chaiml-chaiml-sft-horror_v2: ('http://chaiml-chaiml-sft-horror-v2-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'activator request timeout')
Inference service chaiml-nemo-20241010-ti-5991-v56 ready after 170.59159874916077s
Pipeline stage MKMLDeployer completed in 171.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5040607452392578s
Received healthy response to inference request in 1.7488455772399902s
Received healthy response to inference request in 2.4969091415405273s
Received healthy response to inference request in 1.6436915397644043s
Received healthy response to inference request in 1.3724935054779053s
5 requests
0 failed requests
5th percentile: 1.3988069534301757
10th percentile: 1.4251204013824463
20th percentile: 1.4777472972869874
30th percentile: 1.531986904144287
40th percentile: 1.5878392219543458
50th percentile: 1.6436915397644043
60th percentile: 1.6857531547546387
70th percentile: 1.7278147697448731
80th percentile: 1.8984582901000977
90th percentile: 2.1976837158203124
95th percentile: 2.3472964286804197
99th percentile: 2.466986598968506
mean time: 1.753200101852417
Pipeline stage StressChecker completed in 10.87s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v56 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v56 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v56 status is now torndown due to DeploymentManager action