developer_uid: chai_backend_admin
submission_id: chaiml-1107-quang-ir-mi_86921_v1
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T06:36:47+00:00
num_battles: 5590
num_wins: 2778
celo_rating: 1305.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct
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': 0.3779103785360344, 'latency_mean': 2.6460320317745207, 'latency_p50': 2.6618599891662598, 'latency_p90': 2.881035327911377}, {'batch_size': 2, 'throughput': 0.572606110478034, 'latency_mean': 3.4833342587947844, 'latency_p50': 3.5008087158203125, 'latency_p90': 3.869566226005554}, {'batch_size': 3, 'throughput': 0.6962835360935906, 'latency_mean': 4.300046945810318, 'latency_p50': 4.333573579788208, 'latency_p90': 4.625993943214416}, {'batch_size': 4, 'throughput': 0.7875727112086051, 'latency_mean': 5.060231368541718, 'latency_p50': 5.060714483261108, 'latency_p90': 5.509398627281189}, {'batch_size': 5, 'throughput': 0.849217322859551, 'latency_mean': 5.860109081268311, 'latency_p50': 5.860802531242371, 'latency_p90': 6.650024104118347}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.61
us_pacific_date: 2025-11-07
win_ratio: 0.49695885509839
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', '####', 'You:', '</s>'], '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-1107-quang-ir-mi-86921-v1-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-86921-v1-mkmlizer to finish
Failed to get response for submission chaiml-mistral31-24b-s_69496_v51: ('http://chaiml-mistral31-24b-s-69496-v51-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:40136->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ██████ ██████ █████ ████ ████ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░░██████ ██████ ░░███ ███░ ░░███ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░███░█████░███ ░███ ███ ░███ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░███░░███ ░███ ░███████ ░███ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░███ ░░░ ░███ ░███░░███ ░███ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░███ ░███ ░███ ░░███ ░███ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ░░░░░ ░░░░░ ░░░░░ ░░░░ ░░░░░ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Version: 0.30.2 ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ belonging to: ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ║ ║
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Downloaded to shared memory in 57.303s
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppvtsvdsc, device:0
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: quantized model in 42.933s
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct in 100.236s
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/config.json
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/flywheel_model.0.safetensors
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v1/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-86921-v1-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%|▏ | 5/363 [00:00<00:16, 21.77it/s] Loading 0: 3%|▎ | 12/363 [00:00<00:08, 39.69it/s] Loading 0: 5%|▍ | 17/363 [00:00<00:09, 36.84it/s] Loading 0: 6%|▌ | 22/363 [00:00<00:09, 36.27it/s] Loading 0: 7%|▋ | 26/363 [00:00<00:09, 37.09it/s] Loading 0: 9%|▉ | 32/363 [00:00<00:07, 42.56it/s] Loading 0: 10%|█ | 37/363 [00:01<00:12, 25.14it/s] Loading 0: 11%|█▏ | 41/363 [00:01<00:13, 23.17it/s] Loading 0: 13%|█▎ | 48/363 [00:01<00:10, 30.56it/s] Loading 0: 14%|█▍ | 52/363 [00:01<00:10, 28.97it/s] Loading 0: 16%|█▌ | 57/363 [00:01<00:09, 32.38it/s] Loading 0: 17%|█▋ | 61/363 [00:01<00:09, 30.40it/s] Loading 0: 18%|█▊ | 65/363 [00:02<00:09, 30.95it/s] Loading 0: 19%|█▉ | 70/363 [00:02<00:10, 27.55it/s] Loading 0: 20%|██ | 74/363 [00:02<00:11, 24.51it/s] Loading 0: 22%|██▏ | 79/363 [00:02<00:09, 28.41it/s] Loading 0: 23%|██▎ | 83/363 [00:02<00:09, 29.64it/s] Loading 0: 24%|██▍ | 87/363 [00:02<00:10, 26.53it/s] Loading 0: 25%|██▌ | 92/363 [00:03<00:10, 25.93it/s] Loading 0: 27%|██▋ | 99/363 [00:03<00:07, 33.31it/s] Loading 0: 28%|██▊ | 103/363 [00:03<00:08, 31.52it/s] Loading 0: 29%|██▉ | 107/363 [00:03<00:09, 26.79it/s] Loading 0: 31%|███ | 112/363 [00:03<00:08, 29.37it/s] Loading 0: 32%|███▏ | 116/363 [00:03<00:08, 30.24it/s] Loading 0: 33%|███▎ | 120/363 [00:03<00:07, 32.08it/s] Loading 0: 34%|███▍ | 124/363 [00:04<00:07, 30.62it/s] Loading 0: 36%|███▌ | 129/363 [00:04<00:06, 34.11it/s] Loading 0: 37%|███▋ | 133/363 [00:04<00:07, 31.26it/s] Loading 0: 38%|███▊ | 137/363 [00:04<00:07, 29.85it/s] Loading 0: 39%|███▉ | 141/363 [00:04<00:08, 26.48it/s] Loading 0: 41%|████ | 149/363 [00:04<00:06, 35.49it/s] Loading 0: 42%|████▏ | 153/363 [00:05<00:08, 23.76it/s] Loading 0: 44%|████▎ | 158/363 [00:05<00:08, 24.38it/s] Loading 0: 45%|████▌ | 165/363 [00:05<00:06, 31.34it/s] Loading 0: 47%|████▋ | 169/363 [00:05<00:06, 30.22it/s] Loading 0: 48%|████▊ | 174/363 [00:05<00:05, 33.03it/s] Loading 0: 49%|████▉ | 178/363 [00:05<00:05, 31.53it/s] Loading 0: 50%|█████ | 182/363 [00:06<00:05, 32.13it/s] Loading 0: 52%|█████▏ | 187/363 [00:06<00:06, 29.15it/s] Loading 0: 53%|█████▎ | 191/363 [00:06<00:08, 20.93it/s] Loading 0: 53%|█████▎ | 194/363 [00:06<00:08, 19.55it/s] Loading 0: 55%|█████▌ | 201/363 [00:19<02:11, 1.23it/s] Loading 0: 56%|█████▌ | 203/363 [00:19<01:53, 1.41it/s] Loading 0: 57%|█████▋ | 208/363 [00:20<01:13, 2.12it/s] Loading 0: 58%|█████▊ | 211/363 [00:20<00:56, 2.67it/s] Loading 0: 59%|█████▉ | 215/363 [00:20<00:39, 3.73it/s] Loading 0: 60%|██████ | 219/363 [00:20<00:28, 4.97it/s] Loading 0: 62%|██████▏ | 224/363 [00:20<00:20, 6.89it/s] Loading 0: 63%|██████▎ | 229/363 [00:20<00:14, 9.48it/s] Loading 0: 64%|██████▍ | 232/363 [00:20<00:11, 11.02it/s] Loading 0: 65%|██████▌ | 237/363 [00:21<00:08, 14.90it/s] Loading 0: 66%|██████▋ | 241/363 [00:21<00:07, 17.15it/s] Loading 0: 68%|██████▊ | 246/363 [00:21<00:05, 21.69it/s] Loading 0: 69%|██████▉ | 250/363 [00:21<00:04, 23.21it/s] Loading 0: 70%|███████ | 255/363 [00:21<00:03, 27.65it/s] Loading 0: 71%|███████▏ | 259/363 [00:21<00:03, 27.56it/s] Loading 0: 73%|███████▎ | 266/363 [00:21<00:02, 34.72it/s] Loading 0: 75%|███████▍ | 271/363 [00:22<00:04, 21.47it/s] Loading 0: 76%|███████▌ | 275/363 [00:22<00:04, 21.32it/s] Loading 0: 78%|███████▊ | 282/363 [00:22<00:02, 28.33it/s] Loading 0: 79%|███████▉ | 286/363 [00:22<00:02, 28.19it/s] Loading 0: 80%|████████ | 291/363 [00:22<00:02, 31.77it/s] Loading 0: 81%|████████▏ | 295/363 [00:22<00:02, 30.83it/s] Loading 0: 82%|████████▏ | 299/363 [00:23<00:01, 32.11it/s] Loading 0: 84%|████████▎ | 304/363 [00:23<00:02, 29.42it/s] Loading 0: 85%|████████▍ | 308/363 [00:23<00:01, 28.72it/s] Loading 0: 86%|████████▌ | 312/363 [00:23<00:01, 25.71it/s] Loading 0: 88%|████████▊ | 318/363 [00:23<00:01, 31.27it/s] Loading 0: 89%|████████▊ | 322/363 [00:23<00:01, 30.25it/s] Loading 0: 90%|█████████ | 327/363 [00:23<00:01, 33.45it/s] Loading 0: 91%|█████████ | 331/363 [00:24<00:00, 32.06it/s] Loading 0: 92%|█████████▏| 335/363 [00:24<00:00, 33.17it/s] Loading 0: 93%|█████████▎| 339/363 [00:24<00:00, 33.61it/s] Loading 0: 94%|█████████▍| 343/363 [00:24<00:00, 20.32it/s] Loading 0: 96%|█████████▌| 348/363 [00:24<00:00, 21.94it/s] Loading 0: 98%|█████████▊| 355/363 [00:25<00:00, 29.47it/s] Loading 0: 99%|█████████▉| 359/363 [00:25<00:00, 29.14it/s]
Job chaiml-1107-quang-ir-mi-86921-v1-mkmlizer completed after 154.82s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-86921-v1-mkmlizer
Pipeline stage MKMLizer completed in 155.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v1
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v1 to be ready
Inference service chaiml-1107-quang-ir-mi-86921-v1 ready after 180.75705981254578s
Pipeline stage MKMLDeployer completed in 181.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.498506546020508s
Received healthy response to inference request in 2.5032553672790527s
Received healthy response to inference request in 2.133509397506714s
Received healthy response to inference request in 2.548605442047119s
Received healthy response to inference request in 2.4429514408111572s
5 requests
0 failed requests
5th percentile: 2.1953978061676027
10th percentile: 2.257286214828491
20th percentile: 2.3810630321502684
30th percentile: 2.4540624618530273
40th percentile: 2.4762845039367676
50th percentile: 2.498506546020508
60th percentile: 2.5004060745239256
70th percentile: 2.502305603027344
80th percentile: 2.512325382232666
90th percentile: 2.5304654121398924
95th percentile: 2.5395354270935058
99th percentile: 2.5467914390563964
mean time: 2.4253656387329103
Pipeline stage StressChecker completed in 13.62s
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 0.62s
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 0.60s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v1-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-86921-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 5657.06s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v1 status is now torndown due to DeploymentManager action