chaiml-nemo-espresso-an_5543

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-an_5543_v17

model_name: chaiml-nemo-espresso-an_5543_v17

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-09T07:53:46+00:00

num_battles: 12368

num_wins: 6430

celo_rating: 1278.23

family_friendly_score: 0.5844

family_friendly_standard_error: 0.006969600275482089

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': 0.6380473177922256, 'latency_mean': 1.567224404811859, 'latency_p50': 1.5665295124053955, 'latency_p90': 1.7307414054870605}, {'batch_size': 3, 'throughput': 1.2802335074342004, 'latency_mean': 2.337951534986496, 'latency_p50': 2.337830424308777, 'latency_p90': 2.568592882156372}, {'batch_size': 5, 'throughput': 1.6144638921172245, 'latency_mean': 3.081154718399048, 'latency_p50': 3.064261317253113, 'latency_p90': 3.528591775894165}, {'batch_size': 6, 'throughput': 1.7166441157561618, 'latency_mean': 3.4797461712360382, 'latency_p50': 3.463145136833191, 'latency_p90': 3.9493331909179688}, {'batch_size': 8, 'throughput': 1.8852316831474718, 'latency_mean': 4.201613417863846, 'latency_p50': 4.209365963935852, 'latency_p90': 4.718661236763}, {'batch_size': 10, 'throughput': 1.9634232796888575, 'latency_mean': 5.049594142436981, 'latency_p50': 5.051637053489685, 'latency_p90': 5.7223149061203005}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-an_5543_v17

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: 2024-12-08

win_ratio: 0.5198900388098319

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-v17-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v17-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-an-5543-v17-mkmlizer: Downloaded to shared memory in 31.814s
chaiml-nemo-espresso-an-5543-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpm1p2ysrq, device:0
chaiml-nemo-espresso-an-5543-v17-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v17-mkmlizer: quantized model in 36.541s
chaiml-nemo-espresso-an-5543-v17-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 68.355s
chaiml-nemo-espresso-an-5543-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17
chaiml-nemo-espresso-an-5543-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17/config.json
chaiml-nemo-espresso-an-5543-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17/tokenizer.json
chaiml-nemo-espresso-an-5543-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v17/flywheel_model.0.safetensors
chaiml-nemo-espresso-an-5543-v17-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 29.46it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:06, 52.19it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:06, 49.63it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:06, 50.62it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 52.61it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 45.64it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 41.25it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:07, 44.28it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:07, 42.68it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:06, 43.91it/s]
Loading 0:  17%|█▋        | 63/363 [00:01<00:09, 30.01it/s]
Loading 0:  18%|█▊        | 67/363 [00:01<00:09, 31.29it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:08, 33.75it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:08, 34.61it/s]
Loading 0:  22%|██▏       | 81/363 [00:02<00:07, 37.00it/s]
Loading 0:  24%|██▍       | 87/363 [00:02<00:07, 37.66it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:07, 35.02it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:07, 38.12it/s]
Loading 0:  28%|██▊       | 100/363 [00:02<00:07, 34.27it/s]
Loading 0:  29%|██▉       | 106/363 [00:02<00:06, 39.75it/s]
Loading 0:  31%|███       | 112/363 [00:02<00:05, 43.15it/s]
Loading 0:  32%|███▏      | 117/363 [00:02<00:06, 40.81it/s]
Loading 0:  34%|███▎      | 122/363 [00:03<00:05, 42.64it/s]
Loading 0:  35%|███▍      | 127/363 [00:03<00:06, 35.04it/s]
Loading 0:  37%|███▋      | 134/363 [00:03<00:05, 41.17it/s]
Loading 0:  38%|███▊      | 139/363 [00:03<00:05, 40.50it/s]
Loading 0:  40%|███▉      | 144/363 [00:03<00:08, 26.22it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:07, 28.46it/s]
Loading 0:  43%|████▎     | 156/363 [00:04<00:05, 35.77it/s]
Loading 0:  44%|████▍     | 161/363 [00:04<00:05, 36.19it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:05, 36.97it/s]
Loading 0:  47%|████▋     | 171/363 [00:04<00:04, 39.09it/s]
Loading 0:  48%|████▊     | 176/363 [00:04<00:05, 34.02it/s]
Loading 0:  50%|█████     | 183/363 [00:04<00:04, 39.79it/s]
Loading 0:  52%|█████▏    | 188/363 [00:04<00:04, 40.09it/s]
Loading 0:  53%|█████▎    | 193/363 [00:05<00:04, 41.21it/s]
Loading 0:  55%|█████▍    | 198/363 [00:05<00:03, 43.14it/s]
Loading 0:  56%|█████▌    | 203/363 [00:05<00:04, 37.42it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 46.12it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 45.43it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:03, 35.84it/s]
Loading 0:  63%|██████▎   | 228/363 [00:05<00:03, 35.36it/s]
Loading 0:  64%|██████▍   | 232/363 [00:06<00:03, 35.79it/s]
Loading 0:  66%|██████▌   | 238/363 [00:06<00:03, 40.71it/s]
Loading 0:  67%|██████▋   | 244/363 [00:06<00:02, 41.51it/s]
Loading 0:  69%|██████▊   | 249/363 [00:06<00:02, 40.90it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 44.73it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 41.68it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 40.00it/s]
Loading 0:  74%|███████▍  | 270/363 [00:06<00:02, 41.44it/s]
Loading 0:  76%|███████▌  | 275/363 [00:07<00:02, 33.97it/s]
Loading 0:  78%|███████▊  | 282/363 [00:07<00:01, 40.66it/s]
Loading 0:  79%|███████▉  | 287/363 [00:07<00:01, 40.42it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 40.12it/s]
Loading 0:  82%|████████▏ | 297/363 [00:07<00:01, 41.07it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 41.72it/s]
Loading 0:  85%|████████▍ | 307/363 [00:14<00:23,  2.36it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.27it/s]
Loading 0:  88%|████████▊ | 321/363 [00:14<00:07,  5.51it/s]
Loading 0:  91%|█████████ | 330/363 [00:15<00:03,  8.38it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:02, 11.82it/s]
Loading 0:  95%|█████████▍| 344/363 [00:15<00:01, 14.60it/s]
Loading 0:  96%|█████████▋| 350/363 [00:15<00:00, 17.98it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 22.21it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 25.85it/s]
                                                            
Job chaiml-nemo-espresso-an-5543-v17-mkmlizer completed after 94.36s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v17-mkmlizer
Pipeline stage MKMLizer completed in 94.89s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.62s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-an-5543-v17
Waiting for inference service chaiml-nemo-espresso-an-5543-v17 to be ready
Inference service chaiml-nemo-espresso-an-5543-v17 ready after 170.78750443458557s
Pipeline stage MKMLDeployer completed in 171.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8477110862731934s
Received healthy response to inference request in 1.8508658409118652s
Received healthy response to inference request in 1.385028600692749s
Received healthy response to inference request in 1.5564196109771729s
Received healthy response to inference request in 1.3499419689178467s
5 requests
0 failed requests
5th percentile: 1.356959295272827
10th percentile: 1.3639766216278075
20th percentile: 1.3780112743377686
30th percentile: 1.4193068027496338
40th percentile: 1.4878632068634032
50th percentile: 1.5564196109771729
60th percentile: 1.672936201095581
70th percentile: 1.7894527912139893
80th percentile: 1.8483420372009278
90th percentile: 1.8496039390563965
95th percentile: 1.8502348899841308
99th percentile: 1.8507396507263183
mean time: 1.5979934215545655
Pipeline stage StressChecker completed in 9.39s
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 2.62s
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 2.40s
Shutdown handler de-registered
chaiml-nemo-espresso-an_5543_v17 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 2352.42s
Shutdown handler de-registered
chaiml-nemo-espresso-an_5543_v17 status is now inactive due to auto deactivation removed underperforming models