chaiml-mistralnemo-12b-_31569

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_31569_v6

model_name: chaiml-mistralnemo-12b-_31569_v6

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-07-10T00:54:38+00:00

num_battles: 6799

num_wins: 3826

celo_rating: 1330.22

family_friendly_score: 0.5062

family_friendly_standard_error: 0.007070524167273598

submission_type: basic

model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 6

max_input_tokens: 1600

max_output_tokens: 88

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4222699509067126, 'latency_mean': 2.3679826390743255, 'latency_p50': 2.375783085823059, 'latency_p90': 2.544468951225281}, {'batch_size': 2, 'throughput': 0.6358775214980232, 'latency_mean': 3.144788366556168, 'latency_p50': 3.152589440345764, 'latency_p90': 3.3772465229034423}, {'batch_size': 3, 'throughput': 0.7620886937355644, 'latency_mean': 3.925812176465988, 'latency_p50': 3.9214407205581665, 'latency_p90': 4.1994129657745365}, {'batch_size': 4, 'throughput': 0.85376019432372, 'latency_mean': 4.673571766614914, 'latency_p50': 4.673003196716309, 'latency_p90': 5.052049899101258}, {'batch_size': 5, 'throughput': 0.9326284766628135, 'latency_mean': 5.342572231292724, 'latency_p50': 5.363340735435486, 'latency_p90': 5.859959983825684}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_31569_v6

ineligible_reason: max_output_tokens!=64

is_internal_developer: False

language_model: ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2

model_size: 13B

ranking_group: single

throughput_3p7s: 0.73

us_pacific_date: 2025-07-09

win_ratio: 0.5627298132078247

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['###', '<|im_start|>', '</s>', '<|im_end|>', '\n'], 'max_input_tokens': 1600, 'best_of': 6, 'max_output_tokens': 88}

formatter: {'memory_template': '<|system|>{bot_name}memory: {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': 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-mistralnemo-12b-31569-v6-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-31569-v6-mkmlizer to finish
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-31569-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-31569-v6-mkmlizer: Downloaded to shared memory in 111.735s
chaiml-mistralnemo-12b-31569-v6-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 already exists in ChaiML
chaiml-mistralnemo-12b-31569-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1w95nqet, device:0
chaiml-mistralnemo-12b-31569-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-31569-v6-mkmlizer: quantized model in 30.989s
chaiml-mistralnemo-12b-31569-v6-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-deepseek-s3000-fullft-2048-lastmsgv2 in 142.724s
chaiml-mistralnemo-12b-31569-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-31569-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-31569-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v6/nvidia
chaiml-mistralnemo-12b-31569-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v6/nvidia/config.json
chaiml-mistralnemo-12b-31569-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v6/nvidia/special_tokens_map.json
chaiml-mistralnemo-12b-31569-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v6/nvidia/tokenizer_config.json
chaiml-mistralnemo-12b-31569-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-31569-v6/nvidia/tokenizer.json
chaiml-mistralnemo-12b-31569-v6-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 29.26it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:07, 47.24it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:07, 47.58it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 39.15it/s]
Loading 0:   8%|▊         | 30/363 [00:00<00:07, 44.48it/s]
Loading 0:  10%|▉         | 35/363 [00:00<00:07, 44.09it/s]
Loading 0:  11%|█         | 40/363 [00:00<00:07, 43.80it/s]
Loading 0:  13%|█▎        | 46/363 [00:01<00:07, 42.04it/s]
Loading 0:  14%|█▍        | 51/363 [00:01<00:07, 41.35it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:06, 45.78it/s]
Loading 0:  17%|█▋        | 62/363 [00:01<00:09, 30.90it/s]
Loading 0:  18%|█▊        | 66/363 [00:01<00:09, 31.58it/s]
Loading 0:  20%|█▉        | 71/363 [00:01<00:08, 35.50it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:07, 36.39it/s]
Loading 0:  22%|██▏       | 81/363 [00:02<00:07, 38.47it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:06, 41.10it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:07, 34.42it/s]
Loading 0:  27%|██▋       | 98/363 [00:02<00:06, 41.54it/s]
Loading 0:  28%|██▊       | 103/363 [00:02<00:06, 41.47it/s]
Loading 0:  30%|██▉       | 108/363 [00:02<00:05, 43.25it/s]
Loading 0:  31%|███       | 113/363 [00:02<00:06, 36.92it/s]
Loading 0:  33%|███▎      | 118/363 [00:03<00:06, 37.76it/s]
Loading 0:  34%|███▍      | 125/363 [00:03<00:05, 44.82it/s]
Loading 0:  36%|███▌      | 130/363 [00:03<00:05, 43.41it/s]
Loading 0:  37%|███▋      | 135/363 [00:03<00:05, 43.04it/s]
Loading 0:  39%|███▊      | 140/363 [00:03<00:05, 44.25it/s]
Loading 0:  40%|███▉      | 145/363 [00:03<00:08, 27.10it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:07, 27.55it/s]
Loading 0:  43%|████▎     | 156/363 [00:04<00:06, 34.46it/s]
Loading 0:  44%|████▍     | 161/363 [00:04<00:05, 36.02it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:05, 37.55it/s]
Loading 0:  47%|████▋     | 171/363 [00:04<00:04, 40.18it/s]
Loading 0:  48%|████▊     | 176/363 [00:04<00:05, 34.24it/s]
Loading 0:  50%|█████     | 183/363 [00:04<00:04, 41.61it/s]
Loading 0:  52%|█████▏    | 188/363 [00:04<00:04, 39.84it/s]
Loading 0:  53%|█████▎    | 193/363 [00:05<00:04, 39.05it/s]
Loading 0:  55%|█████▍    | 198/363 [00:05<00:04, 40.84it/s]
Loading 0:  56%|█████▌    | 203/363 [00:05<00:04, 33.84it/s]
Loading 0:  58%|█████▊    | 210/363 [00:05<00:03, 40.45it/s]
Loading 0:  59%|█████▉    | 215/363 [00:05<00:03, 40.52it/s]
Loading 0:  61%|██████    | 220/363 [00:05<00:03, 42.74it/s]
Loading 0:  62%|██████▏   | 225/363 [00:06<00:05, 26.87it/s]
Loading 0:  63%|██████▎   | 230/363 [00:06<00:04, 29.13it/s]
Loading 0:  65%|██████▌   | 237/363 [00:06<00:03, 36.27it/s]
Loading 0:  67%|██████▋   | 242/363 [00:06<00:03, 37.56it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:03, 38.62it/s]
Loading 0:  69%|██████▉   | 252/363 [00:06<00:02, 40.65it/s]
Loading 0:  71%|███████   | 257/363 [00:06<00:03, 34.58it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 41.32it/s]
Loading 0:  74%|███████▍  | 269/363 [00:07<00:02, 41.56it/s]
Loading 0:  75%|███████▌  | 274/363 [00:07<00:02, 40.12it/s]
Loading 0:  77%|███████▋  | 279/363 [00:07<00:02, 41.83it/s]
Loading 0:  78%|███████▊  | 284/363 [00:07<00:02, 35.12it/s]
Loading 0:  80%|████████  | 291/363 [00:07<00:01, 41.95it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 41.04it/s]
Loading 0:  83%|████████▎ | 301/363 [00:07<00:01, 42.08it/s]
Loading 0:  84%|████████▍ | 306/363 [00:08<00:02, 22.85it/s]
Loading 0:  85%|████████▌ | 310/363 [00:08<00:02, 24.12it/s]
Loading 0:  87%|████████▋ | 314/363 [00:08<00:01, 26.35it/s]
Loading 0:  88%|████████▊ | 320/363 [00:08<00:01, 31.69it/s]
Loading 0:  90%|████████▉ | 326/363 [00:08<00:01, 33.52it/s]
Loading 0:  91%|█████████ | 330/363 [00:08<00:01, 32.96it/s]
Loading 0:  93%|█████████▎| 337/363 [00:09<00:00, 41.09it/s]
Loading 0:  94%|█████████▍| 342/363 [00:09<00:00, 41.28it/s]
Loading 0:  96%|█████████▌| 347/363 [00:09<00:00, 40.23it/s]
Loading 0:  97%|█████████▋| 352/363 [00:09<00:00, 42.22it/s]
Loading 0:  98%|█████████▊| 357/363 [00:09<00:00, 35.92it/s]
                                                            
Job chaiml-mistralnemo-12b-31569-v6-mkmlizer completed after 169.32s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-31569-v6-mkmlizer
Pipeline stage MKMLizer completed in 170.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-31569-v6
Waiting for inference service chaiml-mistralnemo-12b-31569-v6 to be ready
Inference service chaiml-mistralnemo-12b-31569-v6 ready after 203.2839856147766s
Pipeline stage MKMLDeployer completed in 204.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8270790576934814s
Received healthy response to inference request in 2.1780776977539062s
Received healthy response to inference request in 2.2666304111480713s
Received healthy response to inference request in 2.583833694458008s
Received healthy response to inference request in 2.1173014640808105s
5 requests
0 failed requests
5th percentile: 2.12945671081543
10th percentile: 2.1416119575500487
20th percentile: 2.165922451019287
30th percentile: 2.1957882404327393
40th percentile: 2.231209325790405
50th percentile: 2.2666304111480713
60th percentile: 2.393511724472046
70th percentile: 2.5203930377960204
80th percentile: 2.6324827671051025
90th percentile: 2.729780912399292
95th percentile: 2.7784299850463867
99th percentile: 2.8173492431640623
mean time: 2.3945844650268553
Pipeline stage StressChecker completed in 13.40s
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 0.78s
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 0.73s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_31569_v6 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 3367.92s
Shutdown handler de-registered
chaiml-mistralnemo-12b-_31569_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_31569_v6 status is now torndown due to DeploymentManager action