chaiml-nis-proj1-exp1-t_77129

developer_uid: NischayDnk

submission_id: chaiml-nis-proj1-exp1-t_77129_v1

model_name: chaiml-nis-proj1-exp1-t_77129_v1

model_group: ChaiML/nis-proj1-exp1-ty

status: torndown

timestamp: 2025-03-27T23:33:52+00:00

num_battles: 7545

num_wins: 3771

celo_rating: 1280.01

family_friendly_score: 0.5648

family_friendly_standard_error: 0.007011432949119602

submission_type: basic

model_repo: ChaiML/nis-proj1-exp1-type1-dpo-rand5k-trun1000-try3

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3665803759618111, 'latency_mean': 2.7278169667720795, 'latency_p50': 2.77529776096344, 'latency_p90': 3.0185469150543214}, {'batch_size': 2, 'throughput': 0.576311190455224, 'latency_mean': 3.4664742124080656, 'latency_p50': 3.464241147041321, 'latency_p90': 3.854516935348511}, {'batch_size': 3, 'throughput': 0.7288748985327276, 'latency_mean': 4.100811268091202, 'latency_p50': 4.084650874137878, 'latency_p90': 4.5400405645370485}, {'batch_size': 4, 'throughput': 0.8497776934806097, 'latency_mean': 4.693601323366165, 'latency_p50': 4.6768141984939575, 'latency_p90': 5.267353057861328}, {'batch_size': 5, 'throughput': 0.9252877868835028, 'latency_mean': 5.381504280567169, 'latency_p50': 5.39448082447052, 'latency_p90': 5.870699238777161}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-proj1-exp1-t_77129_v1

is_internal_developer: False

language_model: ChaiML/nis-proj1-exp1-type1-dpo-rand5k-trun1000-try3

model_size: 24B

ranking_group: single

throughput_3p7s: 0.64

us_pacific_date: 2025-03-27

win_ratio: 0.49980119284294233

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 70, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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-nis-proj1-exp1-t-77129-v1-mkmlizer
Waiting for job on chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer to finish
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: Downloaded to shared memory in 67.787s
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcofpexzz, device:0
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: quantized model in 53.496s
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: Processed model ChaiML/nis-proj1-exp1-type1-dpo-rand5k-trun1000-try3 in 121.283s
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/special_tokens_map.json
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/config.json
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/tokenizer_config.json
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/tokenizer.json
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/flywheel_model.1.safetensors
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-77129-v1/flywheel_model.0.safetensors
chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 38.50it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 30.33it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:10, 32.77it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:12, 28.44it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:10, 33.23it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 29.66it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:09, 36.09it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 21.40it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 24.12it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:12, 25.48it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:11, 27.68it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:11, 27.34it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:09, 30.82it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:10, 28.52it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 28.90it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:11, 26.07it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:13, 21.89it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:10, 27.61it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:10, 27.79it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 27.25it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 25.98it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:13, 20.75it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:09, 28.26it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:09, 26.27it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:11, 22.86it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:09, 25.62it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:09, 25.38it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 28.55it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 25.17it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:08, 29.19it/s]
Loading 0:  36%|███▋      | 132/363 [00:04<00:09, 25.16it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 29.28it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:08, 27.32it/s]
Loading 0:  41%|████      | 149/363 [00:05<00:06, 32.93it/s]
Loading 0:  42%|████▏     | 153/363 [00:05<00:09, 21.74it/s]
Loading 0:  43%|████▎     | 157/363 [00:05<00:08, 24.17it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 24.70it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 27.43it/s]
Loading 0:  47%|████▋     | 169/363 [00:06<00:07, 25.96it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.13it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 27.97it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 28.23it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:06, 25.29it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 23.02it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 23.75it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.01it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 24.01it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<02:59,  1.11s/it]
Loading 0:  56%|█████▌    | 203/363 [00:21<02:28,  1.08it/s]
Loading 0:  57%|█████▋    | 208/363 [00:21<01:29,  1.73it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:08,  2.21it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.89it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:35,  4.13it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:26,  5.28it/s]
Loading 0:  62%|██████▏   | 224/363 [00:22<00:22,  6.31it/s]
Loading 0:  63%|██████▎   | 228/363 [00:22<00:15,  8.83it/s]
Loading 0:  64%|██████▎   | 231/363 [00:23<00:12, 10.23it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.23it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 16.02it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 21.56it/s]
Loading 0:  69%|██████▉   | 250/363 [00:23<00:05, 21.89it/s]
Loading 0:  70%|███████   | 255/363 [00:23<00:04, 25.16it/s]
Loading 0:  71%|███████▏  | 259/363 [00:24<00:04, 25.29it/s]
Loading 0:  73%|███████▎  | 266/363 [00:24<00:03, 31.44it/s]
Loading 0:  74%|███████▍  | 270/363 [00:24<00:04, 21.09it/s]
Loading 0:  75%|███████▌  | 274/363 [00:24<00:03, 23.68it/s]
Loading 0:  77%|███████▋  | 278/363 [00:24<00:03, 24.88it/s]
Loading 0:  78%|███████▊  | 282/363 [00:24<00:03, 26.50it/s]
Loading 0:  79%|███████▉  | 286/363 [00:25<00:02, 25.85it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 28.25it/s]
Loading 0:  81%|████████▏ | 295/363 [00:25<00:02, 26.89it/s]
Loading 0:  82%|████████▏ | 299/363 [00:25<00:02, 27.78it/s]
Loading 0:  84%|████████▎ | 304/363 [00:25<00:02, 25.60it/s]
Loading 0:  85%|████████▍ | 307/363 [00:25<00:02, 22.86it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 23.83it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 24.80it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.90it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 24.43it/s]
Loading 0:  90%|█████████ | 327/363 [00:26<00:01, 29.86it/s]
Loading 0:  91%|█████████ | 331/363 [00:26<00:01, 28.56it/s]
Loading 0:  92%|█████████▏| 335/363 [00:26<00:00, 29.15it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 27.65it/s]
Loading 0:  94%|█████████▍| 341/363 [00:33<00:13,  1.66it/s]
Loading 0:  96%|█████████▌| 347/363 [00:34<00:05,  2.78it/s]
Loading 0:  96%|█████████▋| 350/363 [00:34<00:03,  3.48it/s]
Loading 0:  98%|█████████▊| 355/363 [00:34<00:01,  5.17it/s]
Loading 0:  99%|█████████▉| 359/363 [00:34<00:00,  6.70it/s]
                                                            
Job chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer completed after 155.41s with status: succeeded
Stopping job with name chaiml-nis-proj1-exp1-t-77129-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.07s
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-nis-proj1-exp1-t-77129-v1
Waiting for inference service chaiml-nis-proj1-exp1-t-77129-v1 to be ready
Inference service chaiml-nis-proj1-exp1-t-77129-v1 ready after 110.52296161651611s
Pipeline stage MKMLDeployer completed in 111.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.3591091632843018s
Received healthy response to inference request in 2.5276639461517334s
Received healthy response to inference request in 2.605137825012207s
Received healthy response to inference request in 2.3280444145202637s
Received healthy response to inference request in 2.1836960315704346s
5 requests
0 failed requests
5th percentile: 2.2125657081604
10th percentile: 2.2414353847503663
20th percentile: 2.299174737930298
30th percentile: 2.3679683208465576
40th percentile: 2.4478161334991455
50th percentile: 2.5276639461517334
60th percentile: 2.5586534976959228
70th percentile: 2.589643049240112
80th percentile: 2.755932092666626
90th percentile: 3.057520627975464
95th percentile: 3.208314895629883
99th percentile: 3.328950309753418
mean time: 2.600730276107788
Pipeline stage StressChecker completed in 14.48s
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 0.63s
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 0.86s
Shutdown handler de-registered
chaiml-nis-proj1-exp1-t_77129_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nis-proj1-exp1-t-77129-v1-profiler
Waiting for inference service chaiml-nis-proj1-exp1-t-77129-v1-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5870.17s
Shutdown handler de-registered
chaiml-nis-proj1-exp1-t_77129_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-proj1-exp1-t_77129_v1 status is now torndown due to DeploymentManager action