developer_uid: chai_backend_admin
submission_id: chaiml-1114-quang-ir-cl_64014_v1
model_name: training123
model_group: ChaiML/1114-quang-ir-cld
status: torndown
timestamp: 2025-11-17T20:11:20+00:00
num_battles: 5452
num_wins: 2872
celo_rating: 1310.47
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_4e5cs
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': 0.37966783251198966, 'latency_mean': 2.6337850880622864, 'latency_p50': 2.6459347009658813, 'latency_p90': 2.8931713581085203}, {'batch_size': 2, 'throughput': 0.5686935728677109, 'latency_mean': 3.5161211502552034, 'latency_p50': 3.521260142326355, 'latency_p90': 3.853293490409851}, {'batch_size': 3, 'throughput': 0.7029416360734361, 'latency_mean': 4.2577528893947605, 'latency_p50': 4.249296307563782, 'latency_p90': 4.588075184822082}, {'batch_size': 4, 'throughput': 0.7972737555679685, 'latency_mean': 5.000437774658203, 'latency_p50': 4.9950398206710815, 'latency_p90': 5.465815305709839}, {'batch_size': 5, 'throughput': 0.8567149179433574, 'latency_mean': 5.80262396812439, 'latency_p50': 5.813264012336731, 'latency_p90': 6.625935173034668}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_4e5cs
model_size: 24B
ranking_group: single
throughput_3p7s: 0.61
us_pacific_date: 2025-11-14
win_ratio: 0.5267791636096845
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': ['####', '</s>', 'You:', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-1114-quang-ir-cl-64014-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-64014-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: Downloaded to shared memory in 59.719s
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_4e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzrniaefm, device:0
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: quantized model in 42.188s
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_4e5cs in 101.907s
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/tokenizer.json
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64014-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-64014-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:15, 23.63it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:08, 39.58it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:08, 42.19it/s]
Loading 0:   6%|▋         | 23/363 [00:00<00:10, 32.21it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:07, 44.40it/s]
Loading 0:  10%|█         | 38/363 [00:01<00:10, 31.83it/s]
Loading 0:  12%|█▏        | 42/363 [00:01<00:11, 28.29it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:09, 33.56it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:09, 33.84it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:08, 34.45it/s]
Loading 0:  17%|█▋        | 62/363 [00:01<00:08, 35.66it/s]
Loading 0:  18%|█▊        | 67/363 [00:01<00:07, 38.85it/s]
Loading 0:  20%|█▉        | 72/363 [00:02<00:09, 30.14it/s]
Loading 0:  21%|██        | 76/363 [00:02<00:09, 31.53it/s]
Loading 0:  22%|██▏       | 80/363 [00:02<00:10, 28.26it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:08, 33.69it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:08, 32.38it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:08, 31.16it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:07, 34.48it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:07, 32.79it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:08, 28.64it/s]
Loading 0:  31%|███       | 112/363 [00:03<00:07, 31.40it/s]
Loading 0:  32%|███▏      | 116/363 [00:03<00:07, 32.09it/s]
Loading 0:  33%|███▎      | 121/363 [00:03<00:07, 32.96it/s]
Loading 0:  34%|███▍      | 125/363 [00:03<00:06, 34.27it/s]
Loading 0:  36%|███▌      | 129/363 [00:03<00:06, 35.69it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:06, 33.45it/s]
Loading 0:  38%|███▊      | 138/363 [00:04<00:06, 36.72it/s]
Loading 0:  39%|███▉      | 142/363 [00:04<00:06, 33.55it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:05, 38.89it/s]
Loading 0:  42%|████▏     | 153/363 [00:04<00:08, 25.99it/s]
Loading 0:  44%|████▎     | 158/363 [00:04<00:07, 26.23it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:05, 33.26it/s]
Loading 0:  47%|████▋     | 169/363 [00:05<00:06, 32.13it/s]
Loading 0:  48%|████▊     | 174/363 [00:05<00:05, 34.97it/s]
Loading 0:  49%|████▉     | 178/363 [00:05<00:05, 33.33it/s]
Loading 0:  50%|█████     | 182/363 [00:05<00:05, 33.83it/s]
Loading 0:  52%|█████▏    | 187/363 [00:05<00:05, 30.94it/s]
Loading 0:  53%|█████▎    | 191/363 [00:05<00:05, 30.23it/s]
Loading 0:  54%|█████▎    | 195/363 [00:06<00:06, 27.06it/s]
Loading 0:  55%|█████▌    | 201/363 [00:18<02:13,  1.22it/s]
Loading 0:  56%|█████▌    | 203/363 [00:19<01:54,  1.39it/s]
Loading 0:  57%|█████▋    | 208/363 [00:19<01:13,  2.11it/s]
Loading 0:  58%|█████▊    | 211/363 [00:19<00:57,  2.66it/s]
Loading 0:  59%|█████▉    | 215/363 [00:19<00:39,  3.71it/s]
Loading 0:  60%|██████    | 218/363 [00:19<00:30,  4.73it/s]
Loading 0:  61%|██████    | 221/363 [00:19<00:23,  6.04it/s]
Loading 0:  62%|██████▏   | 224/363 [00:19<00:19,  7.27it/s]
Loading 0:  63%|██████▎   | 229/363 [00:20<00:12, 10.66it/s]
Loading 0:  64%|██████▍   | 232/363 [00:20<00:10, 12.63it/s]
Loading 0:  65%|██████▌   | 237/363 [00:20<00:07, 17.26it/s]
Loading 0:  66%|██████▋   | 241/363 [00:20<00:06, 19.65it/s]
Loading 0:  68%|██████▊   | 246/363 [00:20<00:04, 24.26it/s]
Loading 0:  69%|██████▉   | 250/363 [00:20<00:04, 25.33it/s]
Loading 0:  70%|███████   | 255/363 [00:20<00:03, 29.71it/s]
Loading 0:  71%|███████▏  | 259/363 [00:20<00:03, 29.45it/s]
Loading 0:  73%|███████▎  | 266/363 [00:21<00:02, 36.56it/s]
Loading 0:  75%|███████▍  | 271/363 [00:21<00:04, 22.77it/s]
Loading 0:  76%|███████▌  | 275/363 [00:21<00:04, 18.58it/s]
Loading 0:  77%|███████▋  | 280/363 [00:21<00:03, 21.47it/s]
Loading 0:  78%|███████▊  | 284/363 [00:22<00:03, 21.14it/s]
Loading 0:  80%|████████  | 291/363 [00:22<00:02, 28.30it/s]
Loading 0:  81%|████████▏ | 295/363 [00:22<00:02, 28.21it/s]
Loading 0:  82%|████████▏ | 299/363 [00:22<00:02, 29.72it/s]
Loading 0:  84%|████████▎ | 304/363 [00:22<00:02, 28.30it/s]
Loading 0:  85%|████████▍ | 308/363 [00:22<00:01, 28.24it/s]
Loading 0:  86%|████████▌ | 312/363 [00:23<00:02, 25.48it/s]
Loading 0:  88%|████████▊ | 318/363 [00:23<00:01, 31.29it/s]
Loading 0:  89%|████████▊ | 322/363 [00:23<00:01, 30.52it/s]
Loading 0:  90%|█████████ | 327/363 [00:23<00:01, 34.13it/s]
Loading 0:  91%|█████████ | 331/363 [00:23<00:00, 32.29it/s]
Loading 0:  92%|█████████▏| 335/363 [00:23<00:00, 33.15it/s]
Loading 0:  93%|█████████▎| 339/363 [00:23<00:00, 33.74it/s]
Loading 0:  94%|█████████▍| 343/363 [00:24<00:00, 20.35it/s]
Loading 0:  96%|█████████▌| 348/363 [00:24<00:00, 21.91it/s]
Loading 0:  98%|█████████▊| 355/363 [00:24<00:00, 29.42it/s]
Loading 0:  99%|█████████▉| 359/363 [00:24<00:00, 29.26it/s]
                                                            

Job chaiml-1114-quang-ir-cl-64014-v1-mkmlizer completed after 176.14s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-64014-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.67s
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-1114-quang-ir-cl-64014-v1
Waiting for inference service chaiml-1114-quang-ir-cl-64014-v1 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-1114-quang-ir-cl-64014-v1 ready after 161.59270596504211s
Pipeline stage MKMLDeployer completed in 162.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.651719808578491s
Received healthy response to inference request in 2.13714337348938s
Received healthy response to inference request in 2.1430718898773193s
Received healthy response to inference request in 2.2794861793518066s
Received healthy response to inference request in 2.9031851291656494s
5 requests
0 failed requests
5th percentile: 2.1383290767669676
10th percentile: 2.1395147800445558
20th percentile: 2.1418861865997316
30th percentile: 2.1703547477722167
40th percentile: 2.224920463562012
50th percentile: 2.2794861793518066
60th percentile: 2.4283796310424806
70th percentile: 2.577273082733154
80th percentile: 2.702012872695923
90th percentile: 2.802599000930786
95th percentile: 2.8528920650482177
99th percentile: 2.893126516342163
mean time: 2.4229212760925294
Pipeline stage StressChecker completed in 13.47s
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 0.77s
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-1114-quang-ir-cl_64014_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1114-quang-ir-cl-64014-v1-profiler
Waiting for inference service chaiml-1114-quang-ir-cl-64014-v1-profiler to be ready
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 4973.49s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_64014_v1 status is now torndown due to DeploymentManager action