chaiml-nemo-espresso-an_5543

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-an_5543_v13

model_name: chaiml-nemo-espresso-an_5543_v13

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-07T06:43:07+00:00

num_battles: 12504

num_wins: 6487

celo_rating: 1276.56

family_friendly_score: 0.5806

family_friendly_standard_error: 0.0069785906886705995

submission_type: basic

model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6407461912546195, 'latency_mean': 1.5605822706222534, 'latency_p50': 1.5598708391189575, 'latency_p90': 1.72421395778656}, {'batch_size': 3, 'throughput': 1.2682466687496377, 'latency_mean': 2.3600135028362272, 'latency_p50': 2.3843897581100464, 'latency_p90': 2.6072852849960326}, {'batch_size': 5, 'throughput': 1.6125970828952831, 'latency_mean': 3.085950301885605, 'latency_p50': 3.0832401514053345, 'latency_p90': 3.423033571243286}, {'batch_size': 6, 'throughput': 1.7163268646481489, 'latency_mean': 3.4717258179187773, 'latency_p50': 3.5091108083724976, 'latency_p90': 3.8988086223602294}, {'batch_size': 8, 'throughput': 1.8988185080189162, 'latency_mean': 4.194515659809112, 'latency_p50': 4.145830869674683, 'latency_p90': 4.846903371810913}, {'batch_size': 10, 'throughput': 1.9735662223637382, 'latency_mean': 5.0173491036891935, 'latency_p50': 5.03668737411499, 'latency_p90': 5.6214168787002565}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-an_5543_v13

is_internal_developer: True

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-06

win_ratio: 0.5187939859245042

generation_params: {'temperature': 0.8, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], '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': '{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-espresso-an-5543-v13-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v13-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-an-5543-v13-mkmlizer: Downloaded to shared memory in 41.441s
chaiml-nemo-espresso-an-5543-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmps3ncez71, device:0
chaiml-nemo-espresso-an-5543-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v13-mkmlizer: quantized model in 37.264s
chaiml-nemo-espresso-an-5543-v13-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 78.705s
chaiml-nemo-espresso-an-5543-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13
chaiml-nemo-espresso-an-5543-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13/config.json
chaiml-nemo-espresso-an-5543-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13/tokenizer.json
chaiml-nemo-espresso-an-5543-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v13/flywheel_model.0.safetensors
chaiml-nemo-espresso-an-5543-v13-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:13, 26.34it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:07, 45.01it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:07, 48.95it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 41.74it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 48.02it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 44.54it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 43.83it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:06, 47.16it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:06, 47.34it/s]
Loading 0:  17%|█▋        | 60/363 [00:01<00:06, 46.25it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 32.29it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 38.49it/s]
Loading 0:  21%|██▏       | 78/363 [00:01<00:07, 39.35it/s]
Loading 0:  23%|██▎       | 83/363 [00:01<00:07, 39.70it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:06, 44.85it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:06, 42.60it/s]
Loading 0:  28%|██▊       | 101/363 [00:02<00:06, 40.90it/s]
Loading 0:  30%|███       | 109/363 [00:02<00:05, 49.47it/s]
Loading 0:  32%|███▏      | 115/363 [00:02<00:05, 46.20it/s]
Loading 0:  33%|███▎      | 120/363 [00:02<00:05, 44.15it/s]
Loading 0:  35%|███▍      | 126/363 [00:02<00:05, 47.37it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 45.52it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:04, 45.44it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 36.50it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:05, 36.27it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 34.57it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:04, 41.45it/s]
Loading 0:  45%|████▍     | 163/363 [00:03<00:04, 41.62it/s]
Loading 0:  46%|████▋     | 168/363 [00:03<00:04, 41.88it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 46.75it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:04, 43.34it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 41.05it/s]
Loading 0:  53%|█████▎    | 192/363 [00:04<00:03, 45.12it/s]
Loading 0:  54%|█████▍    | 197/363 [00:04<00:03, 41.68it/s]
Loading 0:  56%|█████▌    | 202/363 [00:04<00:03, 41.82it/s]
Loading 0:  57%|█████▋    | 207/363 [00:04<00:03, 42.68it/s]
Loading 0:  58%|█████▊    | 212/363 [00:05<00:04, 35.99it/s]
Loading 0:  60%|██████    | 218/363 [00:05<00:03, 39.61it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:04, 30.50it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:04, 30.90it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:04, 29.51it/s]
Loading 0:  65%|██████▌   | 237/363 [00:05<00:03, 34.76it/s]
Loading 0:  66%|██████▋   | 241/363 [00:05<00:03, 33.92it/s]
Loading 0:  68%|██████▊   | 246/363 [00:06<00:03, 36.38it/s]
Loading 0:  69%|██████▉   | 250/363 [00:06<00:03, 35.35it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 38.23it/s]
Loading 0:  71%|███████▏  | 259/363 [00:06<00:02, 36.71it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 39.72it/s]
Loading 0:  74%|███████▍  | 269/363 [00:06<00:02, 39.71it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:02, 40.05it/s]
Loading 0:  77%|███████▋  | 279/363 [00:06<00:02, 41.14it/s]
Loading 0:  78%|███████▊  | 284/363 [00:07<00:02, 33.30it/s]
Loading 0:  80%|████████  | 291/363 [00:07<00:01, 39.82it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 39.48it/s]
Loading 0:  83%|████████▎ | 301/363 [00:07<00:01, 40.20it/s]
Loading 0:  84%|████████▍ | 306/363 [00:14<00:23,  2.41it/s]
Loading 0:  85%|████████▌ | 309/363 [00:14<00:18,  2.94it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:13,  3.65it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:06,  6.45it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:04,  8.88it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:02, 11.41it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:01, 16.23it/s]
Loading 0:  94%|█████████▍| 343/363 [00:15<00:01, 19.80it/s]
Loading 0:  96%|█████████▌| 348/363 [00:15<00:00, 21.57it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 29.37it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 31.86it/s]
                                                            
Job chaiml-nemo-espresso-an-5543-v13-mkmlizer completed after 104.27s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v13-mkmlizer
Pipeline stage MKMLizer completed in 104.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-an-5543-v13
Waiting for inference service chaiml-nemo-espresso-an-5543-v13 to be ready
Inference service chaiml-nemo-espresso-an-5543-v13 ready after 170.6496868133545s
Pipeline stage MKMLDeployer completed in 171.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.141244649887085s
Received healthy response to inference request in 1.9044322967529297s
Received healthy response to inference request in 1.6328785419464111s
Received healthy response to inference request in 1.5147507190704346s
Received healthy response to inference request in 1.728114366531372s
5 requests
0 failed requests
5th percentile: 1.5383762836456298
10th percentile: 1.562001848220825
20th percentile: 1.6092529773712159
30th percentile: 1.6519257068634032
40th percentile: 1.6900200366973877
50th percentile: 1.728114366531372
60th percentile: 1.7986415386199952
70th percentile: 1.8691687107086181
80th percentile: 1.9517947673797609
90th percentile: 2.046519708633423
95th percentile: 2.093882179260254
99th percentile: 2.131772155761719
mean time: 1.7842841148376465
Pipeline stage StressChecker completed in 10.38s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.46s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 2.31s
Shutdown handler de-registered
chaiml-nemo-espresso-an_5543_v13 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2510.89s
Shutdown handler de-registered
chaiml-nemo-espresso-an_5543_v13 status is now inactive due to auto deactivation removed underperforming models