chaiml-nemo-20241010-ti_5991

submission_id: chaiml-nemo-20241010-ti_5991_v74

developer_uid: chai_backend_admin

best_of: 4

celo_rating: 1262.6

display_name: chaiml-nemo-20241010-ti_5991_v74

family_friendly_score: 0.6061584612669844

family_friendly_standard_error: 0.005008319760977458

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-ti_5991_v74

model_num_parameters: 12772070400.0

model_repo: ChaiML/nemo-20241010_tier_merge_v4-albert

model_size: 13B

num_battles: 9972

num_wins: 5157

ranking_group: single

status: torndown

submission_type: basic

timestamp: 2024-10-13T18:00:53+00:00

us_pacific_date: 2024-10-13

win_ratio: 0.5171480144404332

Download Preference Data

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-v74-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v74-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: Downloaded to shared memory in 28.482s
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvggjnhf9, device:0
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: quantized model in 35.953s
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 64.435s
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v74
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v74/config.json
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v74/tokenizer.json
chaiml-nemo-20241010-ti-5991-v74-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v74/flywheel_model.0.safetensors
chaiml-nemo-20241010-ti-5991-v74-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<04:52,  1.22it/s]
Loading 0:   3%|▎         | 11/363 [00:06<02:08,  2.74it/s]
Loading 0:   4%|▍         | 15/363 [00:06<01:20,  4.30it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:39,  8.55it/s]
Loading 0:   8%|▊         | 29/363 [00:06<00:27, 12.04it/s]
Loading 0:   9%|▉         | 34/363 [00:06<00:21, 15.38it/s]
Loading 0:  11%|█         | 40/363 [00:07<00:18, 17.10it/s]
Loading 0:  12%|█▏        | 44/363 [00:07<00:16, 19.58it/s]
Loading 0:  14%|█▍        | 50/363 [00:07<00:12, 25.17it/s]
Loading 0:  15%|█▌        | 56/363 [00:07<00:10, 29.19it/s]
Loading 0:  17%|█▋        | 61/363 [00:07<00:09, 31.78it/s]
Loading 0:  19%|█▊        | 68/363 [00:07<00:07, 38.01it/s]
Loading 0:  20%|██        | 74/363 [00:07<00:07, 39.50it/s]
Loading 0:  22%|██▏       | 79/363 [00:07<00:07, 39.85it/s]
Loading 0:  24%|██▎       | 86/363 [00:08<00:06, 44.52it/s]
Loading 0:  25%|██▌       | 92/363 [00:08<00:06, 44.22it/s]
Loading 0:  27%|██▋       | 97/363 [00:08<00:06, 42.26it/s]
Loading 0:  29%|██▊       | 104/363 [00:08<00:05, 46.76it/s]
Loading 0:  30%|███       | 110/363 [00:08<00:05, 44.92it/s]
Loading 0:  32%|███▏      | 115/363 [00:08<00:05, 43.64it/s]
Loading 0:  33%|███▎      | 121/363 [00:09<00:07, 32.34it/s]
Loading 0:  34%|███▍      | 125/363 [00:09<00:07, 33.06it/s]
Loading 0:  36%|███▌      | 131/363 [00:09<00:06, 38.13it/s]
Loading 0:  38%|███▊      | 137/363 [00:09<00:05, 39.67it/s]
Loading 0:  39%|███▉      | 142/363 [00:09<00:05, 40.01it/s]
Loading 0:  41%|████      | 149/363 [00:09<00:04, 45.70it/s]
Loading 0:  43%|████▎     | 155/363 [00:09<00:04, 45.00it/s]
Loading 0:  44%|████▍     | 160/363 [00:09<00:04, 42.89it/s]
Loading 0:  46%|████▌     | 167/363 [00:10<00:04, 47.79it/s]
Loading 0:  48%|████▊     | 173/363 [00:10<00:04, 46.46it/s]
Loading 0:  49%|████▉     | 178/363 [00:10<00:04, 44.91it/s]
Loading 0:  51%|█████     | 184/363 [00:10<00:03, 48.68it/s]
Loading 0:  52%|█████▏    | 189/363 [00:10<00:03, 48.38it/s]
Loading 0:  53%|█████▎    | 194/363 [00:10<00:03, 48.61it/s]
Loading 0:  55%|█████▌    | 200/363 [00:10<00:03, 46.52it/s]
Loading 0:  56%|█████▋    | 205/363 [00:11<00:05, 30.19it/s]
Loading 0:  58%|█████▊    | 211/363 [00:11<00:04, 34.66it/s]
Loading 0:  60%|█████▉    | 216/363 [00:11<00:04, 36.50it/s]
Loading 0:  61%|██████    | 221/363 [00:11<00:03, 38.52it/s]
Loading 0:  62%|██████▏   | 226/363 [00:11<00:03, 40.62it/s]
Loading 0:  64%|██████▎   | 231/363 [00:11<00:03, 35.88it/s]
Loading 0:  66%|██████▌   | 239/363 [00:11<00:02, 44.08it/s]
Loading 0:  67%|██████▋   | 245/363 [00:11<00:02, 43.29it/s]
Loading 0:  69%|██████▉   | 250/363 [00:12<00:02, 42.51it/s]
Loading 0:  71%|███████   | 257/363 [00:12<00:02, 47.66it/s]
Loading 0:  72%|███████▏  | 263/363 [00:12<00:02, 46.23it/s]
Loading 0:  74%|███████▍  | 268/363 [00:12<00:02, 43.30it/s]
Loading 0:  75%|███████▌  | 274/363 [00:12<00:01, 47.04it/s]
Loading 0:  77%|███████▋  | 279/363 [00:12<00:01, 45.58it/s]
Loading 0:  78%|███████▊  | 284/363 [00:12<00:02, 31.62it/s]
Loading 0:  79%|███████▉  | 288/363 [00:13<00:02, 33.07it/s]
Loading 0:  81%|████████  | 293/363 [00:13<00:01, 36.69it/s]
Loading 0:  82%|████████▏ | 299/363 [00:13<00:01, 38.75it/s]
Loading 0:  84%|████████▎ | 304/363 [00:13<00:01, 39.52it/s]
Loading 0:  85%|████████▌ | 310/363 [00:13<00:01, 44.19it/s]
Loading 0:  87%|████████▋ | 315/363 [00:13<00:01, 44.83it/s]
Loading 0:  88%|████████▊ | 321/363 [00:13<00:01, 41.12it/s]
Loading 0:  91%|█████████ | 329/363 [00:13<00:00, 48.09it/s]
Loading 0:  92%|█████████▏| 335/363 [00:14<00:00, 46.46it/s]
Loading 0:  94%|█████████▎| 340/363 [00:14<00:00, 45.64it/s]
Loading 0:  95%|█████████▌| 346/363 [00:14<00:00, 49.20it/s]
Loading 0:  97%|█████████▋| 352/363 [00:14<00:00, 49.83it/s]
Loading 0:  99%|█████████▊| 358/363 [00:14<00:00, 44.49it/s]
                                                            
Job chaiml-nemo-20241010-ti-5991-v74-mkmlizer completed after 83.52s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v74-mkmlizer
Pipeline stage MKMLizer completed in 84.08s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v74
Waiting for inference service chaiml-nemo-20241010-ti-5991-v74 to be ready
Inference service chaiml-nemo-20241010-ti-5991-v74 ready after 170.81772637367249s
Pipeline stage MKMLDeployer completed in 171.38s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8677194118499756s
Received healthy response to inference request in 1.8031280040740967s
Received healthy response to inference request in 1.6102216243743896s
Received healthy response to inference request in 1.7982237339019775s
Received healthy response to inference request in 1.6852428913116455s
5 requests
0 failed requests
5th percentile: 1.625225877761841
10th percentile: 1.640230131149292
20th percentile: 1.6702386379241942
30th percentile: 1.707839059829712
40th percentile: 1.7530313968658446
50th percentile: 1.7982237339019775
60th percentile: 1.8001854419708252
70th percentile: 1.8021471500396729
80th percentile: 1.8160462856292725
90th percentile: 1.841882848739624
95th percentile: 1.8548011302947998
99th percentile: 1.8651357555389405
mean time: 1.752907133102417
Pipeline stage StressChecker completed in 10.44s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v74 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v74 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v74 status is now torndown due to DeploymentManager action