developer_uid: NischayDnk
submission_id: chaiml-mistral31-ff4kexp_1055_v1
model_name: chaiml-mistral31-ff4kexp_1055_v1
model_group: ChaiML/mistral31-ff4kexp
status: torndown
timestamp: 2025-04-11T17:17:17+00:00
num_battles: 8091
num_wins: 4428
celo_rating: 1319.23
family_friendly_score: 0.5276000000000001
family_friendly_standard_error: 0.007060286679731922
submission_type: basic
model_repo: ChaiML/mistral31-ff4kexp1-dpo-v1-beta01-data31prefpubv1-3e
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': 0.36904954962023145, 'latency_mean': 2.709570846557617, 'latency_p50': 2.71304452419281, 'latency_p90': 2.9993460893630983}, {'batch_size': 2, 'throughput': 0.5841743400142855, 'latency_mean': 3.4194184231758116, 'latency_p50': 3.3805510997772217, 'latency_p90': 3.7658124685287473}, {'batch_size': 3, 'throughput': 0.7260948894980079, 'latency_mean': 4.120055174827575, 'latency_p50': 4.15419065952301, 'latency_p90': 4.555007433891296}, {'batch_size': 4, 'throughput': 0.8496293266442926, 'latency_mean': 4.683424341678619, 'latency_p50': 4.673437714576721, 'latency_p90': 5.16879813671112}, {'batch_size': 5, 'throughput': 0.9486308762176575, 'latency_mean': 5.2469006395339965, 'latency_p50': 5.229449987411499, 'latency_p90': 5.877899599075318}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-mistral31-ff4kexp_1055_v1
is_internal_developer: False
language_model: ChaiML/mistral31-ff4kexp1-dpo-v1-beta01-data31prefpubv1-3e
model_size: 24B
ranking_group: single
throughput_3p7s: 0.65
us_pacific_date: 2025-04-11
win_ratio: 0.5472747497219133
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': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 1024, '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-mistral31-ff4kexp-1055-v1-mkmlizer
Waiting for job on chaiml-mistral31-ff4kexp-1055-v1-mkmlizer to finish
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: Downloaded to shared memory in 80.578s
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp9jw5ngrf, device:0
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: quantized model in 53.334s
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: Processed model ChaiML/mistral31-ff4kexp1-dpo-v1-beta01-data31prefpubv1-3e in 133.912s
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/config.json
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/special_tokens_map.json
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/tokenizer_config.json
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/tokenizer.json
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/flywheel_model.0.safetensors
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kexp-1055-v1/flywheel_model.1.safetensors
chaiml-mistral31-ff4kexp-1055-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:17, 20.97it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:09, 37.47it/s]
Loading 0:   5%|▍         | 17/363 [00:00<00:10, 33.61it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:09, 35.00it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 29.72it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:09, 36.86it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 21.33it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 24.07it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:12, 25.41it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:11, 27.14it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:11, 26.21it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:10, 29.48it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:10, 27.86it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 28.99it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:11, 26.35it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:13, 21.65it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:10, 27.15it/s]
Loading 0:  23%|██▎       | 83/363 [00:03<00:10, 27.98it/s]
Loading 0:  24%|██▍       | 87/363 [00:03<00:11, 24.59it/s]
Loading 0:  25%|██▌       | 91/363 [00:03<00:09, 27.22it/s]
Loading 0:  26%|██▌       | 94/363 [00:03<00:09, 27.34it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:08, 29.96it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:09, 27.74it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:10, 23.56it/s]
Loading 0:  31%|███       | 111/363 [00:04<00:09, 26.28it/s]
Loading 0:  31%|███▏      | 114/363 [00:04<00:10, 23.20it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 28.26it/s]
Loading 0:  34%|███▍      | 124/363 [00:04<00:08, 26.73it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:07, 29.49it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:08, 28.04it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 30.23it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 28.70it/s]
Loading 0:  41%|████      | 149/363 [00:05<00:06, 34.31it/s]
Loading 0:  42%|████▏     | 153/363 [00:05<00:09, 22.26it/s]
Loading 0:  43%|████▎     | 157/363 [00:05<00:08, 24.62it/s]
Loading 0:  44%|████▍     | 160/363 [00:05<00:08, 24.19it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 27.43it/s]
Loading 0:  47%|████▋     | 169/363 [00:06<00:07, 26.44it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.07it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 27.97it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 28.54it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:06, 26.12it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 23.84it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:06, 24.61it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.73it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 24.73it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<02:58,  1.10s/it]
Loading 0:  56%|█████▌    | 203/363 [00:21<02:27,  1.08it/s]
Loading 0:  57%|█████▋    | 208/363 [00:21<01:28,  1.75it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:08,  2.22it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.91it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:34,  4.15it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:26,  5.30it/s]
Loading 0:  62%|██████▏   | 224/363 [00:22<00:21,  6.37it/s]
Loading 0:  63%|██████▎   | 228/363 [00:22<00:15,  8.94it/s]
Loading 0:  64%|██████▎   | 231/363 [00:22<00:12, 10.31it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.19it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 15.80it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 21.04it/s]
Loading 0:  69%|██████▉   | 250/363 [00:23<00:05, 21.63it/s]
Loading 0:  70%|███████   | 255/363 [00:23<00:04, 24.97it/s]
Loading 0:  71%|███████▏  | 259/363 [00:23<00:04, 24.69it/s]
Loading 0:  73%|███████▎  | 264/363 [00:23<00:03, 29.58it/s]
Loading 0:  74%|███████▍  | 268/363 [00:24<00:04, 23.35it/s]
Loading 0:  75%|███████▍  | 271/363 [00:24<00:04, 22.03it/s]
Loading 0:  75%|███████▌  | 274/363 [00:24<00:03, 22.96it/s]
Loading 0:  76%|███████▋  | 277/363 [00:24<00:03, 23.94it/s]
Loading 0:  78%|███████▊  | 282/363 [00:24<00:02, 27.50it/s]
Loading 0:  79%|███████▊  | 285/363 [00:24<00:03, 25.23it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 30.23it/s]
Loading 0:  81%|████████▏ | 295/363 [00:25<00:02, 27.79it/s]
Loading 0:  82%|████████▏ | 299/363 [00:25<00:02, 28.21it/s]
Loading 0:  84%|████████▎ | 304/363 [00:25<00:02, 25.65it/s]
Loading 0:  85%|████████▍ | 307/363 [00:25<00:02, 23.36it/s]
Loading 0:  85%|████████▌ | 310/363 [00:25<00:02, 24.28it/s]
Loading 0:  86%|████████▌ | 313/363 [00:25<00:02, 24.33it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.25it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 24.00it/s]
Loading 0:  90%|█████████ | 327/363 [00:26<00:01, 28.33it/s]
Loading 0:  91%|█████████ | 330/363 [00:26<00:01, 25.69it/s]
Loading 0:  92%|█████████▏| 335/363 [00:26<00:00, 28.64it/s]
Loading 0:  93%|█████████▎| 338/363 [00:26<00:00, 27.41it/s]
Loading 0:  94%|█████████▍| 341/363 [00:33<00:12,  1.69it/s]
Loading 0:  96%|█████████▌| 347/363 [00:33<00:05,  2.82it/s]
Loading 0:  96%|█████████▋| 350/363 [00:33<00:03,  3.54it/s]
Loading 0:  98%|█████████▊| 355/363 [00:34<00:01,  5.23it/s]
Loading 0:  99%|█████████▉| 359/363 [00:34<00:00,  6.77it/s]
                                                            

Job chaiml-mistral31-ff4kexp-1055-v1-mkmlizer completed after 156.65s with status: succeeded
Stopping job with name chaiml-mistral31-ff4kexp-1055-v1-mkmlizer
Pipeline stage MKMLizer completed in 157.17s
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-mistral31-ff4kexp-1055-v1
Waiting for inference service chaiml-mistral31-ff4kexp-1055-v1 to be ready
Inference service chaiml-mistral31-ff4kexp-1055-v1 ready after 110.52155947685242s
Pipeline stage MKMLDeployer completed in 111.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.149106025695801s
Received healthy response to inference request in 2.914078950881958s
Received healthy response to inference request in 2.501542091369629s
Received healthy response to inference request in 2.84867000579834s
Received healthy response to inference request in 2.6010608673095703s
5 requests
0 failed requests
5th percentile: 2.5214458465576173
10th percentile: 2.5413496017456056
20th percentile: 2.581157112121582
30th percentile: 2.650582695007324
40th percentile: 2.749626350402832
50th percentile: 2.84867000579834
60th percentile: 2.874833583831787
70th percentile: 2.9009971618652344
80th percentile: 2.9610843658447266
90th percentile: 3.0550951957702637
95th percentile: 3.1021006107330322
99th percentile: 3.139704942703247
mean time: 2.8028915882110597
Pipeline stage StressChecker completed in 15.52s
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 0.93s
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 0.68s
Shutdown handler de-registered
chaiml-mistral31-ff4kexp_1055_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 2916.17s
Shutdown handler de-registered
chaiml-mistral31-ff4kexp_1055_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-ff4kexp_1055_v1 status is now torndown due to DeploymentManager action