chaiml-1107-quang-ir-mi_24300

developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_24300_v7
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-13T17:21:31+00:00
num_battles: 7809
num_wins: 3975
celo_rating: 1293.35
family_friendly_score: 0.5087999999999999
family_friendly_standard_error: 0.007069972560059904
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': 0.25150376930233825, 'latency_mean': 3.9759656345844268, 'latency_p50': 3.64559268951416, 'latency_p90': 5.777889919281006}, {'batch_size': 2, 'throughput': 0.633897126302292, 'latency_mean': 3.1509656071662904, 'latency_p50': 2.9362943172454834, 'latency_p90': 4.223589158058165}, {'batch_size': 3, 'throughput': 0.8267640416098594, 'latency_mean': 3.6222373950481415, 'latency_p50': 3.6154372692108154, 'latency_p90': 3.9099533557891846}, {'batch_size': 4, 'throughput': 0.9212302145708248, 'latency_mean': 4.31926043510437, 'latency_p50': 4.310592293739319, 'latency_p90': 4.855214858055114}, {'batch_size': 5, 'throughput': 0.6816135354801522, 'latency_mean': 7.302059668302536, 'latency_p50': 7.250446319580078, 'latency_p90': 8.326518344879151}]
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: 0.27
us_pacific_date: 2025-11-10
win_ratio: 0.5090280445639647
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>', '\n', '####', '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-v7-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-24300-v7-mkmlizer to finish
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: Downloaded to shared memory in 54.096s
chaiml-1107-quang-ir-mi-24300-v7-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-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpta7gxkio, device:0
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: quantized model in 285.457s
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult_0164641ep_2e6ct in 339.553s
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/config.json
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-24300-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-24300-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-24300-v7-mkmlizer completed after 391.09s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-24300-v7-mkmlizer
Pipeline stage MKMLizer completed in 392.02s
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-v7
Waiting for inference service chaiml-1107-quang-ir-mi-24300-v7 to be ready
Inference service chaiml-1107-quang-ir-mi-24300-v7 ready after 161.67175579071045s
Pipeline stage MKMLDeployer completed in 162.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4780678749084473s
Received healthy response to inference request in 2.3823232650756836s
Received healthy response to inference request in 2.128845691680908s
Received healthy response to inference request in 1.739713430404663s
Received healthy response to inference request in 1.681298017501831s
5 requests
0 failed requests
5th percentile: 1.6929811000823975
10th percentile: 1.7046641826629638
20th percentile: 1.7280303478240966
30th percentile: 1.817539882659912
40th percentile: 1.9731927871704102
50th percentile: 2.128845691680908
60th percentile: 2.2302367210388185
70th percentile: 2.3316277503967284
80th percentile: 2.4014721870422364
90th percentile: 2.4397700309753416
95th percentile: 2.4589189529418944
99th percentile: 2.474238090515137
mean time: 2.0820496559143065
Pipeline stage StressChecker completed in 12.36s
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 0.73s
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 0.75s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v7 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 2780.35s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_24300_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_24300_v7 status is now torndown due to DeploymentManager action