developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-ti_5991_v38
model_name: chaiml-nemo-20241010-ti_5991_v38
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-12T21:00:55+00:00
num_battles: 5966
num_wins: 3075
celo_rating: 1263.68
family_friendly_score: 0.5846234127674378
family_friendly_standard_error: 0.006474153711420232
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_v38
is_internal_developer: True
language_model: ChaiML/nemo-20241010_tier_merge_v4-albert
model_size: 13B
ranking_group: single
us_pacific_date: 2024-10-12
win_ratio: 0.5154207173985921
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-v38-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v38-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: Downloaded to shared memory in 33.161s
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5hqjkdbg, device:0
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: quantized model in 36.198s
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 69.359s
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38/config.json
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38/tokenizer.json
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v38/flywheel_model.0.safetensors
chaiml-nemo-20241010-ti-5991-v38-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/363 [00:06<18:07,  3.01s/it]
Loading 0:   2%|▏         | 6/363 [00:06<04:50,  1.23it/s]
Loading 0:   4%|▎         | 13/363 [00:06<01:43,  3.38it/s]
Loading 0:   5%|▍         | 17/363 [00:06<01:10,  4.94it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:42,  8.05it/s]
Loading 0:   8%|▊         | 29/363 [00:06<00:29, 11.51it/s]
Loading 0:   9%|▉         | 34/363 [00:06<00:22, 14.85it/s]
Loading 0:  11%|█         | 40/363 [00:07<00:19, 16.72it/s]
Loading 0:  12%|█▏        | 44/363 [00:07<00:16, 19.24it/s]
Loading 0:  13%|█▎        | 49/363 [00:07<00:13, 23.47it/s]
Loading 0:  15%|█▍        | 53/363 [00:07<00:12, 25.78it/s]
Loading 0:  16%|█▋        | 59/363 [00:07<00:09, 31.29it/s]
Loading 0:  18%|█▊        | 64/363 [00:07<00:08, 34.39it/s]
Loading 0:  19%|█▉        | 69/363 [00:07<00:09, 31.16it/s]
Loading 0:  21%|██        | 76/363 [00:07<00:07, 39.14it/s]
Loading 0:  22%|██▏       | 81/363 [00:08<00:06, 40.57it/s]
Loading 0:  24%|██▎       | 86/363 [00:08<00:06, 40.27it/s]
Loading 0:  25%|██▌       | 91/363 [00:08<00:06, 41.98it/s]
Loading 0:  26%|██▋       | 96/363 [00:08<00:07, 36.26it/s]
Loading 0:  28%|██▊       | 103/363 [00:08<00:05, 43.89it/s]
Loading 0:  30%|██▉       | 108/363 [00:08<00:05, 43.73it/s]
Loading 0:  31%|███       | 113/363 [00:08<00:05, 43.81it/s]
Loading 0:  33%|███▎      | 118/363 [00:08<00:05, 45.27it/s]
Loading 0:  34%|███▍      | 123/363 [00:09<00:08, 26.80it/s]
Loading 0:  36%|███▌      | 130/363 [00:09<00:06, 34.30it/s]
Loading 0:  37%|███▋      | 135/363 [00:09<00:06, 36.47it/s]
Loading 0:  39%|███▊      | 140/363 [00:09<00:05, 37.53it/s]
Loading 0:  40%|███▉      | 145/363 [00:09<00:05, 40.11it/s]
Loading 0:  41%|████▏     | 150/363 [00:09<00:06, 34.87it/s]
Loading 0:  43%|████▎     | 157/363 [00:10<00:05, 40.62it/s]
Loading 0:  45%|████▍     | 162/363 [00:10<00:04, 40.93it/s]
Loading 0:  46%|████▌     | 167/363 [00:10<00:04, 42.15it/s]
Loading 0:  48%|████▊     | 173/363 [00:10<00:04, 40.90it/s]
Loading 0:  49%|████▉     | 178/363 [00:10<00:04, 40.57it/s]
Loading 0:  51%|█████     | 184/363 [00:10<00:04, 44.64it/s]
Loading 0:  52%|█████▏    | 189/363 [00:10<00:03, 44.28it/s]
Loading 0:  53%|█████▎    | 194/363 [00:10<00:03, 44.87it/s]
Loading 0:  55%|█████▌    | 200/363 [00:11<00:03, 42.30it/s]
Loading 0:  56%|█████▋    | 205/363 [00:11<00:05, 29.17it/s]
Loading 0:  58%|█████▊    | 211/363 [00:11<00:04, 34.16it/s]
Loading 0:  60%|█████▉    | 216/363 [00:11<00:04, 36.54it/s]
Loading 0:  61%|██████    | 221/363 [00:11<00:03, 38.52it/s]
Loading 0:  63%|██████▎   | 227/363 [00:11<00:03, 38.79it/s]
Loading 0:  64%|██████▍   | 232/363 [00:11<00:03, 39.36it/s]
Loading 0:  66%|██████▌   | 238/363 [00:12<00:02, 44.23it/s]
Loading 0:  67%|██████▋   | 243/363 [00:12<00:02, 44.68it/s]
Loading 0:  68%|██████▊   | 248/363 [00:12<00:02, 45.26it/s]
Loading 0:  70%|██████▉   | 254/363 [00:12<00:02, 42.90it/s]
Loading 0:  71%|███████▏  | 259/363 [00:12<00:02, 41.65it/s]
Loading 0:  73%|███████▎  | 265/363 [00:12<00:02, 44.81it/s]
Loading 0:  74%|███████▍  | 270/363 [00:12<00:02, 43.54it/s]
Loading 0:  76%|███████▌  | 275/363 [00:12<00:02, 43.29it/s]
Loading 0:  77%|███████▋  | 280/363 [00:13<00:01, 44.99it/s]
Loading 0:  79%|███████▊  | 285/363 [00:13<00:02, 26.78it/s]
Loading 0:  80%|████████  | 292/363 [00:13<00:02, 34.29it/s]
Loading 0:  82%|████████▏ | 297/363 [00:13<00:01, 36.72it/s]
Loading 0:  83%|████████▎ | 302/363 [00:13<00:01, 38.38it/s]
Loading 0:  85%|████████▍ | 307/363 [00:13<00:01, 40.92it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:01, 34.02it/s]
Loading 0:  88%|████████▊ | 319/363 [00:14<00:01, 41.44it/s]
Loading 0:  89%|████████▉ | 324/363 [00:14<00:00, 42.32it/s]
Loading 0:  91%|█████████ | 329/363 [00:14<00:00, 43.06it/s]
Loading 0:  92%|█████████▏| 335/363 [00:14<00:00, 40.12it/s]
Loading 0:  94%|█████████▎| 340/363 [00:14<00:00, 40.23it/s]
Loading 0:  95%|█████████▌| 346/363 [00:14<00:00, 44.46it/s]
Loading 0:  97%|█████████▋| 351/363 [00:14<00:00, 43.30it/s]
Loading 0:  98%|█████████▊| 356/363 [00:14<00:00, 43.93it/s]
Loading 0:  99%|█████████▉| 361/363 [00:15<00:00, 45.10it/s]
                                                            

Job chaiml-nemo-20241010-ti-5991-v38-mkmlizer completed after 93.75s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v38-mkmlizer
Pipeline stage MKMLizer completed in 94.28s
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-v38
Waiting for inference service chaiml-nemo-20241010-ti-5991-v38 to be ready
Failed to get response for submission zonemercy-lexical-nemov8_5966_v9: ('http://zonemercy-lexical-nemov8-5966-v9-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:60930->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241010-ti-5991-v38 ready after 150.5625295639038s
Pipeline stage MKMLDeployer completed in 151.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 6.9108099937438965s
Received healthy response to inference request in 13.507539510726929s
Received healthy response to inference request in 8.547910213470459s
Received healthy response to inference request in 3.1398985385894775s
Received healthy response to inference request in 8.706348896026611s
5 requests
0 failed requests
5th percentile: 3.8940808296203615
10th percentile: 4.6482631206512455
20th percentile: 6.1566277027130125
30th percentile: 7.238230037689209
40th percentile: 7.893070125579834
50th percentile: 8.547910213470459
60th percentile: 8.61128568649292
70th percentile: 8.67466115951538
80th percentile: 9.666587018966675
90th percentile: 11.587063264846803
95th percentile: 12.547301387786865
99th percentile: 13.315491886138917
mean time: 8.162501430511474
%s, retrying in %s seconds...
Received healthy response to inference request in 2.7056939601898193s
Received healthy response to inference request in 2.4330265522003174s
Received healthy response to inference request in 8.646121978759766s
Received healthy response to inference request in 3.763598680496216s
Received healthy response to inference request in 2.4501047134399414s
5 requests
0 failed requests
5th percentile: 2.436442184448242
10th percentile: 2.439857816696167
20th percentile: 2.446689081192017
30th percentile: 2.501222562789917
40th percentile: 2.6034582614898683
50th percentile: 2.7056939601898193
60th percentile: 3.128855848312378
70th percentile: 3.5520177364349363
80th percentile: 4.740103340148926
90th percentile: 6.693112659454346
95th percentile: 7.669617319107055
99th percentile: 8.450821046829223
mean time: 3.9997091770172117
Pipeline stage StressChecker completed in 68.99s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v38 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v38 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v38 status is now torndown due to DeploymentManager action