developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_89329_v8
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-13T14:01:28+00:00
num_battles: 5863
num_wins: 3007
celo_rating: 1302.63
family_friendly_score: 0.5014000000000001
family_friendly_standard_error: 0.007071040093225324
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f250003
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': 0.4670589243729753, 'latency_mean': 2.140954306125641, 'latency_p50': 2.124513864517212, 'latency_p90': 2.3589462518692015}, {'batch_size': 2, 'throughput': 0.6781933824812245, 'latency_mean': 2.9475619196891785, 'latency_p50': 2.9622249603271484, 'latency_p90': 3.1845775842666626}, {'batch_size': 3, 'throughput': 0.8306365865844781, 'latency_mean': 3.5997010242938994, 'latency_p50': 3.611863851547241, 'latency_p90': 3.9618204355239865}, {'batch_size': 4, 'throughput': 0.9227484137924135, 'latency_mean': 4.325025677680969, 'latency_p50': 4.3203758001327515, 'latency_p90': 4.983895945549011}, {'batch_size': 5, 'throughput': 0.9855251278803573, 'latency_mean': 5.055076012611389, 'latency_p50': 5.0632643699646, 'latency_p90': 5.804739475250244}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f250003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-11-10
win_ratio: 0.5128773665359031
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': ['You:', '</s>', '####\n', '####', '\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-1105-quang-ir-mi-89329-v8-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-89329-v8-mkmlizer to finish
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: Downloaded to shared memory in 55.056s
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f250003 already exists in ChaiML
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpebid25ks, device:0
chaiml-1105-quang-ir-mi-89329-v8-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-1105-quang-ir-mi-89329-v8-mkmlizer: quantized model in 290.652s
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f250003 in 345.709s
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/config.json
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-89329-v8/nvidia/flywheel_model.0.safetensors
chaiml-1105-quang-ir-mi-89329-v8-mkmlizer: 
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Job chaiml-1105-quang-ir-mi-89329-v8-mkmlizer completed after 409.33s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-89329-v8-mkmlizer
Pipeline stage MKMLizer completed in 409.85s
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-1105-quang-ir-mi-89329-v8
Waiting for inference service chaiml-1105-quang-ir-mi-89329-v8 to be ready
Inference service chaiml-1105-quang-ir-mi-89329-v8 ready after 170.85363459587097s
Pipeline stage MKMLDeployer completed in 171.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.067440986633301s
Received healthy response to inference request in 1.7308108806610107s
Received healthy response to inference request in 2.521624803543091s
Received healthy response to inference request in 1.891251564025879s
Received healthy response to inference request in 1.7394661903381348s
5 requests
0 failed requests
5th percentile: 1.7325419425964355
10th percentile: 1.7342730045318604
20th percentile: 1.73773512840271
30th percentile: 1.7698232650756835
40th percentile: 1.8305374145507813
50th percentile: 1.891251564025879
60th percentile: 1.9617273330688476
70th percentile: 2.0322031021118163
80th percentile: 2.158277750015259
90th percentile: 2.339951276779175
95th percentile: 2.430788040161133
99th percentile: 2.503457450866699
mean time: 1.9901188850402831
Pipeline stage StressChecker completed in 12.53s
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 0.82s
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 0.87s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_89329_v8 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 2986.79s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_89329_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_89329_v8 status is now torndown due to DeploymentManager action