developer_uid: NischayDnk
submission_id: chaiml-devstral-24b-dpo_14531_v1
model_name: chaiml-devstral-24b-dpo_14531_v1
model_group: ChaiML/devstral-24b-dpos
status: torndown
timestamp: 2025-05-30T19:52:02+00:00
num_battles: 6157
num_wins: 3256
celo_rating: 1305.9
family_friendly_score: 0.5384
family_friendly_standard_error: 0.00705018354371005
submission_type: basic
model_repo: ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
display_name: chaiml-devstral-24b-dpo_14531_v1
is_internal_developer: False
language_model: ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1
model_size: 24B
ranking_group: single
us_pacific_date: 2025-05-30
win_ratio: 0.5288289751502355
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-devstral-24b-dpo-14531-v1-mkmlizer
Waiting for job on chaiml-devstral-24b-dpo-14531-v1-mkmlizer to finish
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ██████ ██████ █████ ████ ████ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░░██████ ██████ ░░███ ███░ ░░███ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░███░█████░███ ░███ ███ ░███ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░███░░███ ░███ ░███████ ░███ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░███ ░░░ ░███ ░███░░███ ░███ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░███ ░███ ░███ ░░███ ░███ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ░░░░░ ░░░░░ ░░░░░ ░░░░ ░░░░░ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Version: 0.27.1+vampire_v3 ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ belonging to: ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ║ ║
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: Downloaded to shared memory in 82.161s
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_22tf8v6, device:0
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: quantized model in 48.221s
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: Processed model ChaiML/devstral-24b-dpos1-prefsftgrok-v1-2e-11k-1 in 130.383s
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/config.json
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/special_tokens_map.json
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/tokenizer_config.json
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/tokenizer.json
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/flywheel_model.1.safetensors
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-14531-v1/flywheel_model.0.safetensors
chaiml-devstral-24b-dpo-14531-v1-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%|▏ | 5/363 [00:00<00:17, 20.67it/s] Loading 0: 3%|▎ | 12/363 [00:00<00:09, 36.10it/s] Loading 0: 5%|▍ | 17/363 [00:00<00:10, 31.67it/s] Loading 0: 6%|▌ | 21/363 [00:00<00:10, 32.65it/s] Loading 0: 7%|▋ | 25/363 [00:00<00:11, 28.80it/s] Loading 0: 8%|▊ | 30/363 [00:00<00:09, 33.79it/s] Loading 0: 9%|▉ | 34/363 [00:01<00:13, 24.58it/s] Loading 0: 10%|█ | 37/363 [00:01<00:14, 22.74it/s] Loading 0: 11%|█ | 40/363 [00:01<00:13, 23.81it/s] Loading 0: 12%|█▏ | 43/363 [00:01<00:13, 23.80it/s] Loading 0: 13%|█▎ | 48/363 [00:01<00:11, 26.71it/s] Loading 0: 14%|█▍ | 51/363 [00:01<00:12, 24.11it/s] Loading 0: 15%|█▌ | 55/363 [00:02<00:11, 27.34it/s] Loading 0: 16%|█▌ | 58/363 [00:02<00:11, 27.70it/s] Loading 0: 17%|█▋ | 61/363 [00:02<00:11, 26.29it/s] Loading 0: 18%|█▊ | 65/363 [00:02<00:10, 27.37it/s] Loading 0: 19%|█▉ | 70/363 [00:02<00:11, 24.75it/s] Loading 0: 20%|██ | 73/363 [00:02<00:14, 20.02it/s] Loading 0: 22%|██▏ | 79/363 [00:03<00:11, 25.61it/s] Loading 0: 23%|██▎ | 82/363 [00:03<00:11, 24.89it/s] Loading 0: 24%|██▎ | 86/363 [00:03<00:10, 26.76it/s] Loading 0: 25%|██▍ | 89/363 [00:03<00:10, 26.24it/s] Loading 0: 25%|██▌ | 92/363 [00:03<00:13, 20.84it/s] Loading 0: 27%|██▋ | 99/363 [00:03<00:09, 27.82it/s] Loading 0: 28%|██▊ | 102/363 [00:03<00:10, 24.86it/s] Loading 0: 29%|██▉ | 107/363 [00:04<00:11, 23.23it/s] Loading 0: 31%|███ | 111/363 [00:04<00:09, 26.24it/s] Loading 0: 31%|███▏ | 114/363 [00:04<00:10, 23.78it/s] Loading 0: 33%|███▎ | 120/363 [00:04<00:08, 28.81it/s] Loading 0: 34%|███▍ | 124/363 [00:04<00:09, 26.20it/s] Loading 0: 36%|███▌ | 129/363 [00:04<00:08, 28.09it/s] Loading 0: 36%|███▋ | 132/363 [00:05<00:09, 25.09it/s] Loading 0: 38%|███▊ | 138/363 [00:05<00:07, 29.66it/s] Loading 0: 39%|███▉ | 142/363 [00:05<00:08, 27.57it/s] Loading 0: 40%|████ | 147/363 [00:05<00:06, 31.82it/s] Loading 0: 42%|████▏ | 151/363 [00:05<00:08, 24.02it/s] Loading 0: 42%|████▏ | 154/363 [00:05<00:09, 21.79it/s] Loading 0: 43%|████▎ | 157/363 [00:06<00:09, 22.73it/s] Loading 0: 44%|████▍ | 160/363 [00:06<00:08, 23.15it/s] Loading 0: 45%|████▌ | 165/363 [00:06<00:07, 25.83it/s] Loading 0: 46%|████▋ | 168/363 [00:06<00:08, 23.01it/s] Loading 0: 48%|████▊ | 174/363 [00:06<00:06, 28.10it/s] Loading 0: 49%|████▉ | 177/363 [00:06<00:07, 25.12it/s] Loading 0: 50%|█████ | 182/363 [00:06<00:06, 27.74it/s] Loading 0: 52%|█████▏ | 187/363 [00:07<00:07, 24.76it/s] Loading 0: 52%|█████▏ | 190/363 [00:07<00:07, 22.49it/s] Loading 0: 53%|█████▎ | 193/363 [00:07<00:07, 23.41it/s] Loading 0: 54%|█████▍ | 196/363 [00:07<00:07, 23.43it/s] Loading 0: 55%|█████▌ | 200/363 [00:22<00:06, 23.43it/s] Loading 0: 55%|█████▌ | 201/363 [00:22<03:03, 1.13s/it] Loading 0: 56%|█████▌ | 203/363 [00:22<02:31, 1.06it/s] Loading 0: 57%|█████▋ | 208/363 [00:22<01:31, 1.70it/s] Loading 0: 58%|█████▊ | 211/363 [00:22<01:10, 2.16it/s] Loading 0: 59%|█████▉ | 214/363 [00:22<00:52, 2.85it/s] Loading 0: 60%|██████ | 218/363 [00:23<00:35, 4.07it/s] Loading 0: 61%|██████ | 221/363 [00:23<00:27, 5.16it/s] Loading 0: 62%|██████▏ | 224/363 [00:23<00:23, 6.01it/s] Loading 0: 63%|██████▎ | 228/363 [00:23<00:15, 8.46it/s] Loading 0: 64%|██████▎ | 231/363 [00:23<00:13, 9.88it/s] Loading 0: 65%|██████▌ | 237/363 [00:23<00:08, 14.81it/s] Loading 0: 66%|██████▌ | 240/363 [00:24<00:07, 15.57it/s] Loading 0: 68%|██████▊ | 246/363 [00:24<00:05, 21.05it/s] Loading 0: 69%|██████▉ | 250/363 [00:24<00:05, 21.70it/s] Loading 0: 70%|███████ | 255/363 [00:24<00:04, 25.07it/s] Loading 0: 71%|███████▏ | 259/363 [00:24<00:04, 24.95it/s] Loading 0: 73%|███████▎ | 264/363 [00:24<00:03, 29.40it/s] Loading 0: 74%|███████▍ | 268/363 [00:25<00:04, 22.50it/s] Loading 0: 75%|███████▍ | 271/363 [00:25<00:04, 21.19it/s] Loading 0: 75%|███████▌ | 274/363 [00:25<00:03, 22.39it/s] Loading 0: 76%|███████▋ | 277/363 [00:25<00:03, 23.19it/s] Loading 0: 78%|███████▊ | 282/363 [00:25<00:03, 26.78it/s] Loading 0: 79%|███████▊ | 285/363 [00:25<00:03, 24.42it/s] Loading 0: 80%|████████ | 291/363 [00:25<00:02, 29.85it/s] Loading 0: 81%|████████▏ | 295/363 [00:26<00:02, 27.34it/s] Loading 0: 82%|████████▏ | 299/363 [00:26<00:02, 27.43it/s] Loading 0: 84%|████████▎ | 304/363 [00:26<00:02, 24.37it/s] Loading 0: 85%|████████▍ | 307/363 [00:26<00:02, 22.37it/s] Loading 0: 85%|████████▌ | 310/363 [00:26<00:02, 23.40it/s] Loading 0: 86%|████████▌ | 313/363 [00:26<00:02, 23.99it/s] Loading 0: 88%|████████▊ | 318/363 [00:27<00:01, 26.78it/s] Loading 0: 88%|████████▊ | 321/363 [00:27<00:01, 24.10it/s] Loading 0: 90%|█████████ | 327/363 [00:27<00:01, 29.55it/s] Loading 0: 91%|█████████ | 331/363 [00:27<00:01, 27.45it/s] Loading 0: 92%|█████████▏| 335/363 [00:27<00:00, 28.04it/s] Loading 0: 93%|█████████▎| 338/363 [00:27<00:00, 26.76it/s] Loading 0: 94%|█████████▍| 341/363 [00:28<00:01, 15.29it/s] Loading 0: 95%|█████████▌| 346/363 [00:28<00:00, 20.55it/s] Loading 0: 96%|█████████▌| 349/363 [00:28<00:00, 19.72it/s] Loading 0: 98%|█████████▊| 355/363 [00:28<00:00, 25.11it/s] Loading 0: 99%|█████████▉| 359/363 [00:28<00:00, 24.44it/s]
Job chaiml-devstral-24b-dpo-14531-v1-mkmlizer completed after 208.08s with status: succeeded
Stopping job with name chaiml-devstral-24b-dpo-14531-v1-mkmlizer
Pipeline stage MKMLizer completed in 208.64s
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-devstral-24b-dpo-14531-v1
Waiting for inference service chaiml-devstral-24b-dpo-14531-v1 to be ready
Inference service chaiml-devstral-24b-dpo-14531-v1 ready after 140.58043837547302s
Pipeline stage MKMLDeployer completed in 141.13s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5357272624969482s
Received healthy response to inference request in 2.0306475162506104s
Received healthy response to inference request in 2.036653757095337s
Received healthy response to inference request in 1.9831888675689697s
Received healthy response to inference request in 1.8694024085998535s
5 requests
0 failed requests
5th percentile: 1.8921597003936768
10th percentile: 1.9149169921875
20th percentile: 1.9604315757751465
30th percentile: 1.992680597305298
40th percentile: 2.011664056777954
50th percentile: 2.0306475162506104
60th percentile: 2.033050012588501
70th percentile: 2.0354525089263915
80th percentile: 2.1364684581756594
90th percentile: 2.3360978603363036
95th percentile: 2.4359125614166257
99th percentile: 2.5157643222808836
mean time: 2.0911239624023437
Pipeline stage StressChecker completed in 12.03s
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 0.70s
Shutdown handler de-registered
chaiml-devstral-24b-dpo_14531_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 2837.26s
Shutdown handler de-registered
chaiml-devstral-24b-dpo_14531_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-devstral-24b-dpo_14531_v1 status is now protected due to ABTestQueueItem
chaiml-devstral-24b-dpo_14531_v1 status is now inactive due to ABTestQueueItem
chaiml-devstral-24b-dpo_14531_v1 status is now torndown due to DeploymentManager action