developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-t_5991_v144
model_name: chaiml-nemo-20241010-t_5991_v144
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-15T07:00:39+00:00
num_battles: 8295
num_wins: 4694
celo_rating: 1265.46
family_friendly_score: 0.5529840072812378
family_friendly_standard_error: 0.005624801748390763
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_v144
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: 0.5658830620855937
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-v144-mkmlizer
Waiting for job on chaiml-nemo-20241010-t-5991-v144-mkmlizer to finish
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ║ ║
chaiml-nemo-20241010-t-5991-v144-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-t-5991-v144-mkmlizer: Downloaded to shared memory in 28.689s
chaiml-nemo-20241010-t-5991-v144-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe74817p2, device:0
chaiml-nemo-20241010-t-5991-v144-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-t-5991-v144-mkmlizer: quantized model in 35.917s
chaiml-nemo-20241010-t-5991-v144-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 64.606s
chaiml-nemo-20241010-t-5991-v144-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-t-5991-v144-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-t-5991-v144-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v144
chaiml-nemo-20241010-t-5991-v144-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v144/tokenizer.json
chaiml-nemo-20241010-t-5991-v144-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-t-5991-v144/flywheel_model.0.safetensors
chaiml-nemo-20241010-t-5991-v144-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%| | 2/363 [00:06<18:08, 3.02s/it] Loading 0: 2%|▏ | 6/363 [00:06<04:51, 1.23it/s] Loading 0: 4%|▎ | 13/363 [00:06<01:43, 3.37it/s] Loading 0: 5%|▍ | 17/363 [00:06<01:10, 4.90it/s] Loading 0: 6%|▋ | 23/363 [00:06<00:42, 7.98it/s] Loading 0: 8%|▊ | 29/363 [00:06<00:29, 11.42it/s] Loading 0: 9%|▉ | 34/363 [00:06<00:22, 14.72it/s] Loading 0: 11%|█ | 40/363 [00:07<00:20, 16.11it/s] Loading 0: 12%|█▏ | 44/363 [00:07<00:17, 18.71it/s] Loading 0: 14%|█▍ | 50/363 [00:07<00:13, 24.04it/s] Loading 0: 15%|█▌ | 55/363 [00:07<00:10, 28.12it/s] Loading 0: 17%|█▋ | 60/363 [00:07<00:11, 27.26it/s] Loading 0: 18%|█▊ | 67/363 [00:07<00:08, 34.76it/s] Loading 0: 20%|█▉ | 72/363 [00:07<00:07, 36.89it/s] Loading 0: 21%|██ | 77/363 [00:08<00:07, 38.78it/s] Loading 0: 23%|██▎ | 83/363 [00:08<00:07, 38.60it/s] Loading 0: 24%|██▍ | 88/363 [00:08<00:07, 38.62it/s] Loading 0: 26%|██▌ | 94/363 [00:08<00:06, 42.92it/s] Loading 0: 27%|██▋ | 99/363 [00:08<00:06, 43.19it/s] Loading 0: 29%|██▊ | 104/363 [00:08<00:05, 44.01it/s] Loading 0: 30%|███ | 110/363 [00:08<00:06, 40.51it/s] Loading 0: 32%|███▏ | 115/363 [00:08<00:06, 39.60it/s] Loading 0: 33%|███▎ | 121/363 [00:09<00:08, 29.92it/s] Loading 0: 34%|███▍ | 125/363 [00:09<00:07, 30.92it/s] Loading 0: 36%|███▌ | 131/363 [00:09<00:06, 35.75it/s] Loading 0: 38%|███▊ | 137/363 [00:09<00:06, 36.50it/s] Loading 0: 39%|███▉ | 141/363 [00:09<00:06, 35.23it/s] Loading 0: 41%|████ | 148/363 [00:09<00:05, 42.77it/s] Loading 0: 42%|████▏ | 153/363 [00:09<00:04, 43.08it/s] Loading 0: 44%|████▎ | 158/363 [00:10<00:04, 43.32it/s] Loading 0: 45%|████▌ | 164/363 [00:10<00:04, 41.20it/s] Loading 0: 47%|████▋ | 169/363 [00:10<00:04, 41.05it/s] Loading 0: 48%|████▊ | 175/363 [00:10<00:04, 45.26it/s] Loading 0: 50%|████▉ | 180/363 [00:10<00:04, 45.17it/s] Loading 0: 51%|█████ | 185/363 [00:10<00:03, 45.42it/s] Loading 0: 53%|█████▎ | 191/363 [00:10<00:04, 42.74it/s] Loading 0: 54%|█████▍ | 196/363 [00:10<00:03, 41.91it/s] Loading 0: 56%|█████▌ | 202/363 [00:11<00:05, 31.19it/s] Loading 0: 57%|█████▋ | 206/363 [00:11<00:04, 31.96it/s] Loading 0: 58%|█████▊ | 212/363 [00:11<00:04, 36.47it/s] Loading 0: 60%|█████▉ | 217/363 [00:11<00:03, 39.52it/s] Loading 0: 61%|██████ | 222/363 [00:11<00:04, 34.64it/s] Loading 0: 63%|██████▎ | 230/363 [00:11<00:03, 42.87it/s] Loading 0: 65%|██████▌ | 236/363 [00:12<00:03, 41.31it/s] Loading 0: 66%|██████▋ | 241/363 [00:12<00:03, 40.55it/s] Loading 0: 68%|██████▊ | 247/363 [00:12<00:02, 45.05it/s] Loading 0: 69%|██████▉ | 252/363 [00:12<00:02, 43.57it/s] Loading 0: 71%|███████ | 257/363 [00:12<00:02, 44.19it/s] Loading 0: 72%|███████▏ | 263/363 [00:12<00:02, 42.46it/s] Loading 0: 74%|███████▍ | 268/363 [00:12<00:02, 41.54it/s] Loading 0: 76%|███████▌ | 275/363 [00:12<00:01, 46.57it/s] Loading 0: 77%|███████▋ | 281/363 [00:13<00:01, 44.08it/s] Loading 0: 79%|███████▉ | 286/363 [00:13<00:02, 30.28it/s] Loading 0: 81%|████████ | 293/363 [00:13<00:01, 36.46it/s] Loading 0: 82%|████████▏ | 299/363 [00:13<00:01, 37.30it/s] Loading 0: 84%|████████▎ | 304/363 [00:13<00:01, 38.06it/s] Loading 0: 86%|████████▌ | 311/363 [00:13<00:01, 43.45it/s] Loading 0: 87%|████████▋ | 317/363 [00:14<00:01, 42.52it/s] Loading 0: 89%|████████▊ | 322/363 [00:14<00:00, 42.34it/s] Loading 0: 90%|█████████ | 328/363 [00:14<00:00, 46.57it/s] Loading 0: 92%|█████████▏| 333/363 [00:14<00:00, 46.53it/s] Loading 0: 93%|█████████▎| 338/363 [00:14<00:00, 45.57it/s] Loading 0: 95%|█████████▍| 344/363 [00:14<00:00, 41.83it/s] Loading 0: 96%|█████████▌| 349/363 [00:14<00:00, 40.70it/s] Loading 0: 98%|█████████▊| 356/363 [00:14<00:00, 45.58it/s] Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 43.54it/s]
Job chaiml-nemo-20241010-t-5991-v144-mkmlizer completed after 83.6s with status: succeeded
Stopping job with name chaiml-nemo-20241010-t-5991-v144-mkmlizer
Pipeline stage MKMLizer completed in 84.55s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-t-5991-v144
Waiting for inference service chaiml-nemo-20241010-t-5991-v144 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
Inference service chaiml-nemo-20241010-t-5991-v144 ready after 160.61622738838196s
Pipeline stage MKMLDeployer completed in 161.17s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7916185855865479s
Received healthy response to inference request in 1.7738850116729736s
Received healthy response to inference request in 1.480661153793335s
Received healthy response to inference request in 1.3562719821929932s
Received healthy response to inference request in 1.4437167644500732s
5 requests
0 failed requests
5th percentile: 1.3737609386444092
10th percentile: 1.3912498950958252
20th percentile: 1.4262278079986572
30th percentile: 1.4511056423187256
40th percentile: 1.4658833980560302
50th percentile: 1.480661153793335
60th percentile: 1.5979506969451904
70th percentile: 1.715240240097046
80th percentile: 1.7774317264556885
90th percentile: 1.7845251560211182
95th percentile: 1.788071870803833
99th percentile: 1.7909092426300048
mean time: 1.5692306995391845
Pipeline stage StressChecker completed in 9.32s
Shutdown handler de-registered
chaiml-nemo-20241010-t_5991_v144 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-t_5991_v144 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-t_5991_v144 status is now torndown due to DeploymentManager action