developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_24300_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T01:21:38+00:00
num_battles: 5485
num_wins: 2705
celo_rating: 1297.73
family_friendly_score: 0.5065999999999999
family_friendly_standard_error: 0.0070704517536010385
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_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': 0.46384866787692647, 'latency_mean': 2.1557572901248934, 'latency_p50': 2.1530280113220215, 'latency_p90': 2.3623786687850954}, {'batch_size': 2, 'throughput': 0.675093448256363, 'latency_mean': 2.959997423887253, 'latency_p50': 2.966142773628235, 'latency_p90': 3.224442720413208}, {'batch_size': 3, 'throughput': 0.8219014930885628, 'latency_mean': 3.647555762529373, 'latency_p50': 3.6699329614639282, 'latency_p90': 4.098043584823609}, {'batch_size': 4, 'throughput': 0.9155968612374976, 'latency_mean': 4.363571175336838, 'latency_p50': 4.364458918571472, 'latency_p90': 5.041452479362488}, {'batch_size': 5, 'throughput': 0.9766711810217744, 'latency_mean': 5.100003015995026, 'latency_p50': 5.088410258293152, 'latency_p90': 5.92692346572876}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-07
win_ratio: 0.49316317228805834
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '</s>', '####', 'You:'], '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-24300-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-24300-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: Downloaded to shared memory in 52.891s
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpft2rdvs9, device:0
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-1107-quang-ir-mi-24300-v2-mkmlizer: quantized model in 284.652s
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct in 337.544s
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/config.json
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-24300-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-24300-v2-mkmlizer completed after 408.72s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-24300-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-24300-v2
Waiting for inference service chaiml-1107-quang-ir-mi-24300-v2 to be ready
Inference service chaiml-1107-quang-ir-mi-24300-v2 ready after 171.82845306396484s
Pipeline stage MKMLDeployer completed in 172.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1176161766052246s
Received healthy response to inference request in 1.8665969371795654s
Received healthy response to inference request in 2.3282806873321533s
Received healthy response to inference request in 1.7737553119659424s
Received healthy response to inference request in 2.030141592025757s
5 requests
0 failed requests
5th percentile: 1.792323637008667
10th percentile: 1.8108919620513917
20th percentile: 1.8480286121368408
30th percentile: 1.8993058681488038
40th percentile: 1.9647237300872802
50th percentile: 2.030141592025757
60th percentile: 2.065131425857544
70th percentile: 2.100121259689331
80th percentile: 2.15974907875061
90th percentile: 2.2440148830413817
95th percentile: 2.2861477851867678
99th percentile: 2.319854106903076
mean time: 2.0232781410217284
Pipeline stage StressChecker completed in 11.69s
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 1.25s
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 0.67s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
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 2865.77s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_24300_v2 status is now torndown due to DeploymentManager action