chaiml-ssnew-v7-1a-dpo-b025

developer_uid: chai_backend_admin

submission_id: chaiml-ssnew-v7-1a-dpo-b025_v1

model_name: training123

model_group: ChaiML/ssnew-v7-1a-dpo_b

status: torndown

timestamp: 2025-11-23T23:21:25+00:00

num_battles: 6056

num_wins: 3096

celo_rating: 1303.96

family_friendly_score: 0.5214

family_friendly_standard_error: 0.007064588310722713

submission_type: basic

model_repo: ChaiML/ssnew-v7-1a-dpo_b025

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.30098537316713564, 'latency_mean': 3.322306512594223, 'latency_p50': 2.3834807872772217, 'latency_p90': 6.03002209663391}, {'batch_size': 3, 'throughput': 0.8312738689696949, 'latency_mean': 3.6043860268592836, 'latency_p50': 3.6098636388778687, 'latency_p90': 3.963964605331421}, {'batch_size': 5, 'throughput': 1.0036164974812092, 'latency_mean': 4.953756490945816, 'latency_p50': 4.9327133893966675, 'latency_p90': 5.530540943145752}, {'batch_size': 6, 'throughput': 1.0578260354726312, 'latency_mean': 5.651589629650116, 'latency_p50': 5.656243443489075, 'latency_p90': 6.259078788757324}, {'batch_size': 10, 'throughput': 1.1649748089887746, 'latency_mean': 8.529615515470505, 'latency_p50': 8.48713207244873, 'latency_p90': 9.626172733306884}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ssnew-v7-1a-dpo_b025

model_size: 24B

ranking_group: single

throughput_3p7s: 0.85

us_pacific_date: 2025-11-20

win_ratio: 0.5112285336856011

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', 'You:', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-ssnew-v7-1a-dpo-b025-v1-mkmlizer
Waiting for job on chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer to finish
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: Downloaded to shared memory in 84.355s
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: Checking if ChaiML/ssnew-v7-1a-dpo_b025 already exists in ChaiML
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpr5icgj0z, device:0
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: quantized model in 48.243s
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: Processed model ChaiML/ssnew-v7-1a-dpo_b025 in 132.599s
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/config.json
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/tokenizer.json
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1a-dpo-b025-v1/nvidia/flywheel_model.0.safetensors
chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 36.03it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 29.91it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:10, 32.79it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:11, 29.49it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:09, 34.24it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 30.68it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:08, 37.64it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 21.46it/s]
Loading 0:  11%|█         | 39/363 [00:01<00:18, 17.74it/s]
Loading 0:  12%|█▏        | 42/363 [00:01<00:18, 17.81it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:13, 23.54it/s]
Loading 0:  14%|█▍        | 51/363 [00:02<00:21, 14.21it/s]
Loading 0:  15%|█▌        | 55/363 [00:02<00:22, 13.92it/s]
Loading 0:  16%|█▋        | 59/363 [00:02<00:20, 15.12it/s]
Loading 0:  18%|█▊        | 65/363 [00:03<00:14, 20.34it/s]
Loading 0:  19%|█▉        | 70/363 [00:03<00:14, 20.50it/s]
Loading 0:  20%|██        | 73/363 [00:03<00:15, 18.56it/s]
Loading 0:  22%|██▏       | 79/363 [00:03<00:11, 23.88it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 23.98it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 26.02it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 26.63it/s]
Loading 0:  25%|██▌       | 92/363 [00:04<00:12, 21.66it/s]
Loading 0:  27%|██▋       | 99/363 [00:04<00:09, 29.07it/s]
Loading 0:  28%|██▊       | 103/363 [00:04<00:09, 27.56it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:10, 23.34it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:09, 25.96it/s]
Loading 0:  32%|███▏      | 115/363 [00:05<00:09, 25.61it/s]
Loading 0:  33%|███▎      | 120/363 [00:05<00:08, 28.74it/s]
Loading 0:  34%|███▍      | 124/363 [00:05<00:08, 27.73it/s]
Loading 0:  36%|███▌      | 129/363 [00:05<00:07, 30.30it/s]
Loading 0:  37%|███▋      | 133/363 [00:05<00:08, 28.47it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 30.85it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 28.30it/s]
Loading 0:  41%|████      | 148/363 [00:06<00:06, 35.18it/s]
Loading 0:  42%|████▏     | 152/363 [00:06<00:08, 24.03it/s]
Loading 0:  43%|████▎     | 156/363 [00:06<00:08, 23.69it/s]
Loading 0:  44%|████▍     | 159/363 [00:06<00:09, 22.07it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 26.76it/s]
Loading 0:  46%|████▋     | 168/363 [00:06<00:07, 24.39it/s]
Loading 0:  48%|████▊     | 174/363 [00:07<00:06, 29.28it/s]
Loading 0:  49%|████▉     | 178/363 [00:07<00:06, 27.71it/s]
Loading 0:  50%|█████     | 182/363 [00:07<00:06, 28.32it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:06, 26.47it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 24.07it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:06, 24.82it/s]
Loading 0:  54%|█████▍    | 196/363 [00:08<00:06, 25.25it/s]
Loading 0:  55%|█████▌    | 200/363 [00:22<00:06, 25.25it/s]
Loading 0:  55%|█████▌    | 201/363 [00:22<02:58,  1.10s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:27,  1.08it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:28,  1.74it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:08,  2.22it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.92it/s]
Loading 0:  60%|██████    | 218/363 [00:23<00:34,  4.16it/s]
Loading 0:  61%|██████    | 221/363 [00:23<00:26,  5.32it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:21,  6.38it/s]
Loading 0:  63%|██████▎   | 229/363 [00:23<00:14,  9.42it/s]
Loading 0:  64%|██████▍   | 232/363 [00:23<00:11, 11.15it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.12it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 16.10it/s]
Loading 0:  67%|██████▋   | 244/363 [00:24<00:06, 19.12it/s]
Loading 0:  68%|██████▊   | 247/363 [00:24<00:05, 19.68it/s]
Loading 0:  69%|██████▉   | 250/363 [00:24<00:05, 21.06it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 25.42it/s]
Loading 0:  71%|███████   | 258/363 [00:24<00:04, 23.75it/s]
Loading 0:  73%|███████▎  | 265/363 [00:24<00:02, 33.62it/s]
Loading 0:  74%|███████▍  | 269/363 [00:25<00:03, 24.30it/s]
Loading 0:  75%|███████▌  | 273/363 [00:25<00:03, 23.79it/s]
Loading 0:  76%|███████▌  | 276/363 [00:25<00:04, 18.20it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:03, 23.39it/s]
Loading 0:  79%|███████▊  | 285/363 [00:25<00:03, 22.17it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 27.11it/s]
Loading 0:  81%|████████▏ | 295/363 [00:26<00:02, 26.43it/s]
Loading 0:  82%|████████▏ | 299/363 [00:26<00:02, 27.31it/s]
Loading 0:  84%|████████▎ | 304/363 [00:26<00:02, 25.60it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 23.52it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 24.20it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 24.73it/s]
Loading 0:  88%|████████▊ | 318/363 [00:27<00:01, 27.79it/s]
Loading 0:  88%|████████▊ | 321/363 [00:27<00:01, 25.15it/s]
Loading 0:  90%|█████████ | 327/363 [00:27<00:01, 29.64it/s]
Loading 0:  91%|█████████ | 330/363 [00:27<00:01, 20.97it/s]
Loading 0:  92%|█████████▏| 334/363 [00:27<00:01, 17.86it/s]
Loading 0:  93%|█████████▎| 337/363 [00:28<00:01, 16.75it/s]
Loading 0:  94%|█████████▍| 341/363 [00:28<00:01, 12.97it/s]
Loading 0:  96%|█████████▌| 347/363 [00:28<00:00, 17.91it/s]
Loading 0:  96%|█████████▋| 350/363 [00:28<00:00, 19.07it/s]
Loading 0:  98%|█████████▊| 355/363 [00:28<00:00, 22.92it/s]
Loading 0:  99%|█████████▊| 358/363 [00:29<00:00, 21.79it/s]
                                                            
Job chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer completed after 174.6s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1a-dpo-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.08s
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-ssnew-v7-1a-dpo-b025-v1
Waiting for inference service chaiml-ssnew-v7-1a-dpo-b025-v1 to be ready
Inference service chaiml-ssnew-v7-1a-dpo-b025-v1 ready after 140.81809759140015s
Pipeline stage MKMLDeployer completed in 141.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1967387199401855s
Received healthy response to inference request in 2.015272378921509s
Received healthy response to inference request in 1.9891743659973145s
Received healthy response to inference request in 1.926367998123169s
Received healthy response to inference request in 1.8900275230407715s
5 requests
0 failed requests
5th percentile: 1.8972956180572509
10th percentile: 1.9045637130737305
20th percentile: 1.9190999031066895
30th percentile: 1.938929271697998
40th percentile: 1.9640518188476563
50th percentile: 1.9891743659973145
60th percentile: 1.9996135711669922
70th percentile: 2.01005277633667
80th percentile: 2.051565647125244
90th percentile: 2.124152183532715
95th percentile: 2.16044545173645
99th percentile: 2.1894800662994385
mean time: 2.00351619720459
Pipeline stage StressChecker completed in 11.18s
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 0.61s
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 0.61s
Shutdown handler de-registered
chaiml-ssnew-v7-1a-dpo-b025_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2863.71s
Shutdown handler de-registered
chaiml-ssnew-v7-1a-dpo-b025_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v7-1a-dpo-b025_v1 status is now torndown due to DeploymentManager action