chaiml-nemo-espresso-ant_1376

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-ant_1376_v2

model_name: chaiml-nemo-espresso-ant_1376_v2

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-06T22:42:21+00:00

num_battles: 6400

num_wins: 3404

celo_rating: 1272.03

family_friendly_score: 0.5640000000000001

family_friendly_standard_error: 0.007012902394871898

submission_type: basic

model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6000661631579429, 'latency_mean': 1.666412092447281, 'latency_p50': 1.656266450881958, 'latency_p90': 1.8453119039535522}, {'batch_size': 3, 'throughput': 1.1087861114519422, 'latency_mean': 2.7036664187908173, 'latency_p50': 2.706465005874634, 'latency_p90': 2.9780282497406008}, {'batch_size': 5, 'throughput': 1.363050106823584, 'latency_mean': 3.6606691324710847, 'latency_p50': 3.685431122779846, 'latency_p90': 4.1155826330184935}, {'batch_size': 6, 'throughput': 1.4152578270051226, 'latency_mean': 4.220547956228256, 'latency_p50': 4.27216899394989, 'latency_p90': 4.696095490455628}, {'batch_size': 8, 'throughput': 1.4723985054778004, 'latency_mean': 5.408161215782165, 'latency_p50': 5.442608594894409, 'latency_p90': 6.064564633369446}, {'batch_size': 10, 'throughput': 1.5249904540935162, 'latency_mean': 6.504694844484329, 'latency_p50': 6.466550230979919, 'latency_p90': 7.386175656318664}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-ant_1376_v2

is_internal_developer: True

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2024-12-06

win_ratio: 0.531875

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, '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-ant-1376-v2-mkmlizer
Waiting for job on chaiml-nemo-espresso-ant-1376-v2-mkmlizer to finish
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: Downloaded to shared memory in 32.316s
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjgisyryj, device:0
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: quantized model in 36.361s
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a in 68.677s
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2/config.json
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2/special_tokens_map.json
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2/tokenizer_config.json
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2/tokenizer.json
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v2/flywheel_model.0.safetensors
chaiml-nemo-espresso-ant-1376-v2-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 28.73it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 49.86it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 44.36it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 42.09it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 48.15it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 45.23it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 43.48it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 48.56it/s]
Loading 0:  15%|█▍        | 54/363 [00:01<00:06, 47.79it/s]
Loading 0:  17%|█▋        | 60/363 [00:01<00:06, 44.67it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 30.42it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 36.51it/s]
Loading 0:  21%|██▏       | 78/363 [00:01<00:07, 37.21it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:07, 37.99it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:06, 43.33it/s]
Loading 0:  26%|██▌       | 95/363 [00:02<00:06, 44.33it/s]
Loading 0:  28%|██▊       | 100/363 [00:02<00:07, 37.18it/s]
Loading 0:  29%|██▉       | 107/363 [00:02<00:05, 44.43it/s]
Loading 0:  31%|███       | 112/363 [00:02<00:05, 44.80it/s]
Loading 0:  32%|███▏      | 117/363 [00:02<00:05, 42.53it/s]
Loading 0:  34%|███▎      | 122/363 [00:02<00:05, 44.28it/s]
Loading 0:  35%|███▍      | 127/363 [00:03<00:06, 37.30it/s]
Loading 0:  37%|███▋      | 134/363 [00:03<00:05, 44.28it/s]
Loading 0:  38%|███▊      | 139/363 [00:03<00:05, 43.58it/s]
Loading 0:  40%|███▉      | 144/363 [00:03<00:07, 27.82it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:07, 30.00it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 38.36it/s]
Loading 0:  45%|████▍     | 162/363 [00:04<00:04, 40.66it/s]
Loading 0:  46%|████▌     | 167/363 [00:04<00:05, 35.98it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 43.79it/s]
Loading 0:  50%|████▉     | 180/363 [00:04<00:04, 43.78it/s]
Loading 0:  51%|█████     | 185/363 [00:04<00:04, 36.49it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 44.05it/s]
Loading 0:  55%|█████▍    | 198/363 [00:04<00:03, 45.39it/s]
Loading 0:  56%|█████▌    | 203/363 [00:05<00:04, 38.35it/s]
Loading 0:  58%|█████▊    | 210/363 [00:05<00:03, 45.34it/s]
Loading 0:  60%|█████▉    | 216/363 [00:05<00:03, 45.61it/s]
Loading 0:  61%|██████    | 222/363 [00:05<00:03, 42.93it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:04, 30.37it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:04, 30.11it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 36.60it/s]
Loading 0:  67%|██████▋   | 244/363 [00:06<00:03, 36.96it/s]
Loading 0:  69%|██████▊   | 249/363 [00:06<00:03, 37.11it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 42.10it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 42.37it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 43.43it/s]
Loading 0:  74%|███████▍  | 270/363 [00:06<00:02, 44.86it/s]
Loading 0:  76%|███████▌  | 275/363 [00:06<00:02, 37.83it/s]
Loading 0:  78%|███████▊  | 283/363 [00:07<00:01, 45.91it/s]
Loading 0:  79%|███████▉  | 288/363 [00:07<00:01, 45.54it/s]
Loading 0:  81%|████████  | 293/363 [00:07<00:01, 37.54it/s]
Loading 0:  83%|████████▎ | 300/363 [00:07<00:01, 44.77it/s]
Loading 0:  84%|████████▍ | 305/363 [00:14<00:21,  2.66it/s]
Loading 0:  85%|████████▌ | 309/363 [00:14<00:15,  3.38it/s]
Loading 0:  86%|████████▌ | 313/363 [00:14<00:11,  4.35it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:06,  6.76it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:03,  9.25it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:02, 11.83it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 16.69it/s]
Loading 0:  95%|█████████▍| 344/363 [00:15<00:00, 20.39it/s]
Loading 0:  96%|█████████▌| 349/363 [00:15<00:00, 23.33it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 29.53it/s]
Loading 0:  99%|█████████▉| 361/363 [00:15<00:00, 32.69it/s]
                                                            
Job chaiml-nemo-espresso-ant-1376-v2-mkmlizer completed after 95.19s with status: succeeded
Stopping job with name chaiml-nemo-espresso-ant-1376-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.67s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-ant-1376-v2
Waiting for inference service chaiml-nemo-espresso-ant-1376-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-nemo-espresso-ant-1376-v2 ready after 170.72995376586914s
Pipeline stage MKMLDeployer completed in 171.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0182883739471436s
Received healthy response to inference request in 1.7379119396209717s
Received healthy response to inference request in 1.8222424983978271s
Received healthy response to inference request in 1.4662930965423584s
Received healthy response to inference request in 1.559004545211792s
5 requests
0 failed requests
5th percentile: 1.4848353862762451
10th percentile: 1.5033776760101318
20th percentile: 1.5404622554779053
30th percentile: 1.594786024093628
40th percentile: 1.6663489818572998
50th percentile: 1.7379119396209717
60th percentile: 1.771644163131714
70th percentile: 1.8053763866424561
80th percentile: 1.8614516735076905
90th percentile: 1.939870023727417
95th percentile: 1.9790791988372802
99th percentile: 2.010446538925171
mean time: 1.7207480907440185
Pipeline stage StressChecker completed in 10.01s
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 2.17s
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 2.02s
Shutdown handler de-registered
chaiml-nemo-espresso-ant_1376_v2 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 2575.33s
Shutdown handler de-registered
chaiml-nemo-espresso-ant_1376_v2 status is now inactive due to auto deactivation removed underperforming models