chaiml-tom-modeldata-dpo-exp1

developer_uid: NischayDnk

submission_id: chaiml-tom-modeldata-dpo-exp1_v1

model_name: chaiml-tom-modeldata-dpo-exp1_v1

model_group: ChaiML/tom-modeldata-dpo

status: torndown

timestamp: 2025-04-11T03:07:39+00:00

num_battles: 7102

num_wins: 3745

celo_rating: 1301.58

family_friendly_score: 0.5227999999999999

family_friendly_standard_error: 0.007063712338423756

submission_type: basic

model_repo: ChaiML/tom-modeldata-dpo-exp1

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': 0.3674103243063753, 'latency_mean': 2.721680724620819, 'latency_p50': 2.7081390619277954, 'latency_p90': 3.0171504735946657}, {'batch_size': 2, 'throughput': 0.5834650471533465, 'latency_mean': 3.417228887081146, 'latency_p50': 3.407620429992676, 'latency_p90': 3.79090895652771}, {'batch_size': 3, 'throughput': 0.728298688004061, 'latency_mean': 4.102641484737396, 'latency_p50': 4.109227538108826, 'latency_p90': 4.524368619918823}, {'batch_size': 4, 'throughput': 0.8428858725226936, 'latency_mean': 4.727543971538544, 'latency_p50': 4.722141146659851, 'latency_p90': 5.219629883766174}, {'batch_size': 5, 'throughput': 0.9361495002297128, 'latency_mean': 5.322238140106201, 'latency_p50': 5.284631609916687, 'latency_p90': 5.975489783287048}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-tom-modeldata-dpo-exp1_v1

is_internal_developer: False

language_model: ChaiML/tom-modeldata-dpo-exp1

model_size: 24B

ranking_group: single

throughput_3p7s: 0.65

us_pacific_date: 2025-04-10

win_ratio: 0.5273162489439595

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['####\n', '</s>', '\n', 'You:', '####'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}

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-tom-modeldata-dpo-exp1-v1-mkmlizer
Waiting for job on chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer to finish
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║       /___/                                                         ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: Downloaded to shared memory in 80.976s
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8lix293x, device:0
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: quantized model in 52.375s
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: Processed model ChaiML/tom-modeldata-dpo-exp1 in 133.352s
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/special_tokens_map.json
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/config.json
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/tokenizer_config.json
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/tokenizer.json
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/flywheel_model.1.safetensors
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-tom-modeldata-dpo-exp1-v1/flywheel_model.0.safetensors
chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:17, 21.05it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:09, 38.09it/s]
Loading 0:   5%|▍         | 17/363 [00:00<00:09, 35.98it/s]
Loading 0:   6%|▌         | 22/363 [00:00<00:09, 35.13it/s]
Loading 0:   7%|▋         | 26/363 [00:00<00:09, 36.03it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:08, 40.24it/s]
Loading 0:  10%|█         | 37/363 [00:01<00:13, 24.04it/s]
Loading 0:  11%|█▏        | 41/363 [00:01<00:14, 22.50it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:10, 29.38it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:10, 28.73it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:09, 31.25it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:10, 29.43it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:09, 30.42it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:10, 26.87it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:12, 22.54it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:10, 28.24it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:09, 28.90it/s]
Loading 0:  24%|██▍       | 87/363 [00:03<00:11, 23.83it/s]
Loading 0:  25%|██▌       | 91/363 [00:03<00:10, 26.56it/s]
Loading 0:  26%|██▌       | 95/363 [00:03<00:09, 27.96it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:08, 29.43it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:09, 28.66it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:10, 24.41it/s]
Loading 0:  31%|███       | 112/363 [00:03<00:09, 27.01it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:09, 26.74it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 30.16it/s]
Loading 0:  34%|███▍      | 124/363 [00:04<00:08, 28.03it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:07, 29.98it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:07, 29.03it/s]
Loading 0:  38%|███▊      | 138/363 [00:04<00:07, 31.27it/s]
Loading 0:  39%|███▉      | 142/363 [00:04<00:07, 29.23it/s]
Loading 0:  41%|████      | 149/363 [00:05<00:06, 34.81it/s]
Loading 0:  42%|████▏     | 153/363 [00:05<00:09, 21.64it/s]
Loading 0:  43%|████▎     | 157/363 [00:05<00:08, 24.34it/s]
Loading 0:  44%|████▍     | 161/363 [00:05<00:07, 25.41it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:07, 26.65it/s]
Loading 0:  47%|████▋     | 169/363 [00:06<00:07, 25.89it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.31it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 28.52it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 28.91it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:06, 26.57it/s]
Loading 0:  52%|█████▏    | 190/363 [00:06<00:07, 24.40it/s]
Loading 0:  53%|█████▎    | 193/363 [00:06<00:06, 24.97it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 25.89it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 25.89it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<02:56,  1.09s/it]
Loading 0:  56%|█████▌    | 203/363 [00:21<02:26,  1.09it/s]
Loading 0:  57%|█████▋    | 208/363 [00:21<01:27,  1.76it/s]
Loading 0:  58%|█████▊    | 211/363 [00:21<01:07,  2.25it/s]
Loading 0:  59%|█████▉    | 214/363 [00:21<00:50,  2.98it/s]
Loading 0:  60%|██████    | 218/363 [00:21<00:33,  4.27it/s]
Loading 0:  61%|██████    | 221/363 [00:21<00:25,  5.48it/s]
Loading 0:  62%|██████▏   | 224/363 [00:22<00:21,  6.61it/s]
Loading 0:  63%|██████▎   | 228/363 [00:22<00:14,  9.25it/s]
Loading 0:  64%|██████▎   | 231/363 [00:22<00:12, 10.57it/s]
Loading 0:  65%|██████▌   | 237/363 [00:22<00:07, 15.85it/s]
Loading 0:  66%|██████▋   | 241/363 [00:22<00:06, 17.94it/s]
Loading 0:  68%|██████▊   | 246/363 [00:22<00:05, 22.06it/s]
Loading 0:  69%|██████▉   | 250/363 [00:23<00:04, 22.76it/s]
Loading 0:  70%|███████   | 255/363 [00:23<00:04, 26.49it/s]
Loading 0:  71%|███████▏  | 259/363 [00:23<00:03, 26.33it/s]
Loading 0:  73%|███████▎  | 266/363 [00:23<00:02, 32.62it/s]
Loading 0:  74%|███████▍  | 270/363 [00:23<00:04, 22.03it/s]
Loading 0:  75%|███████▌  | 274/363 [00:23<00:03, 24.55it/s]
Loading 0:  77%|███████▋  | 278/363 [00:24<00:03, 25.33it/s]
Loading 0:  78%|███████▊  | 282/363 [00:24<00:02, 27.07it/s]
Loading 0:  79%|███████▉  | 286/363 [00:24<00:02, 26.68it/s]
Loading 0:  80%|████████  | 291/363 [00:24<00:02, 29.79it/s]
Loading 0:  81%|████████▏ | 295/363 [00:24<00:02, 28.99it/s]
Loading 0:  82%|████████▏ | 299/363 [00:24<00:02, 28.28it/s]
Loading 0:  84%|████████▎ | 304/363 [00:24<00:02, 25.61it/s]
Loading 0:  85%|████████▍ | 307/363 [00:25<00:02, 23.44it/s]
Loading 0:  85%|████████▌ | 310/363 [00:25<00:02, 24.29it/s]
Loading 0:  86%|████████▌ | 313/363 [00:25<00:02, 24.07it/s]
Loading 0:  88%|████████▊ | 318/363 [00:25<00:01, 27.76it/s]
Loading 0:  88%|████████▊ | 321/363 [00:25<00:01, 26.00it/s]
Loading 0:  90%|█████████ | 327/363 [00:25<00:01, 31.49it/s]
Loading 0:  91%|█████████ | 331/363 [00:25<00:01, 28.95it/s]
Loading 0:  92%|█████████▏| 335/363 [00:26<00:00, 29.94it/s]
Loading 0:  93%|█████████▎| 339/363 [00:26<00:00, 31.17it/s]
Loading 0:  94%|█████████▍| 343/363 [00:33<00:10,  1.90it/s]
Loading 0:  96%|█████████▌| 348/363 [00:33<00:05,  2.79it/s]
Loading 0:  98%|█████████▊| 355/363 [00:33<00:01,  4.57it/s]
Loading 0:  99%|█████████▉| 359/363 [00:33<00:00,  5.78it/s]
                                                            
Job chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer completed after 175.88s with status: succeeded
Stopping job with name chaiml-tom-modeldata-dpo-exp1-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.36s
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-tom-modeldata-dpo-exp1-v1
Waiting for inference service chaiml-tom-modeldata-dpo-exp1-v1 to be ready
Inference service chaiml-tom-modeldata-dpo-exp1-v1 ready after 120.7030737400055s
Pipeline stage MKMLDeployer completed in 121.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.188992977142334s
Received healthy response to inference request in 2.65554141998291s
Received healthy response to inference request in 2.7244675159454346s
Received healthy response to inference request in 2.3866255283355713s
Received healthy response to inference request in 2.7817366123199463s
5 requests
0 failed requests
5th percentile: 2.440408706665039
10th percentile: 2.494191884994507
20th percentile: 2.6017582416534424
30th percentile: 2.669326639175415
40th percentile: 2.6968970775604246
50th percentile: 2.7244675159454346
60th percentile: 2.747375154495239
70th percentile: 2.7702827930450438
80th percentile: 2.863187885284424
90th percentile: 3.0260904312133787
95th percentile: 3.1075417041778564
99th percentile: 3.1727027225494386
mean time: 2.747472810745239
Pipeline stage StressChecker completed in 15.23s
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 0.73s
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 0.82s
Shutdown handler de-registered
chaiml-tom-modeldata-dpo-exp1_v1 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5308.95s
Shutdown handler de-registered
chaiml-tom-modeldata-dpo-exp1_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-tom-modeldata-dpo-exp1_v1 status is now torndown due to DeploymentManager action