developer_uid: qdv206
submission_id: chaiml-1031-quang-ir-mi_66604_v4
model_name: training123
model_group: ChaiML/1031-quang-ir-mix
status: torndown
timestamp: 2025-11-04T04:21:14+00:00
num_battles: 6119
num_wins: 3176
celo_rating: 1299.99
family_friendly_score: 0.5054000000000001
family_friendly_standard_error: 0.007070655415164849
submission_type: basic
model_repo: ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6
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': 0.4580229555223208, 'latency_mean': 2.183175685405731, 'latency_p50': 2.198517084121704, 'latency_p90': 2.3663485288619994}, {'batch_size': 2, 'throughput': 0.657597709963587, 'latency_mean': 3.0292412734031675, 'latency_p50': 3.042393445968628, 'latency_p90': 3.239502120018005}, {'batch_size': 3, 'throughput': 0.798094424888769, 'latency_mean': 3.7498503708839417, 'latency_p50': 3.7636828422546387, 'latency_p90': 4.429362869262695}, {'batch_size': 4, 'throughput': 0.8893354741681369, 'latency_mean': 4.473738858699798, 'latency_p50': 4.500758051872253, 'latency_p90': 5.098786473274231}, {'batch_size': 5, 'throughput': 0.9508919644001604, 'latency_mean': 5.232166277170181, 'latency_p50': 5.21834135055542, 'latency_p90': 6.02895724773407}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6
model_size: 24B
ranking_group: single
throughput_3p7s: 0.79
us_pacific_date: 2025-10-31
win_ratio: 0.5190390586697172
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', 'You:', '####', '####\n', '</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-1031-quang-ir-mi-66604-v4-mkmlizer
Waiting for job on chaiml-1031-quang-ir-mi-66604-v4-mkmlizer to finish
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║                                                                     ║
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chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: Downloaded to shared memory in 47.839s
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: Checking if ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6 already exists in ChaiML
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkh9r7qom, device:0
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: quantized model in 282.435s
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: Processed model ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6 in 330.275s
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/config.json
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/special_tokens_map.json
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/tokenizer_config.json
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/tokenizer.json
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/flywheel_model.1.safetensors
chaiml-1031-quang-ir-mi-66604-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1031-quang-ir-mi-66604-v4-mkmlizer completed after 398.04s with status: succeeded
Stopping job with name chaiml-1031-quang-ir-mi-66604-v4-mkmlizer
Pipeline stage MKMLizer completed in 398.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1031-quang-ir-mi-66604-v4
Waiting for inference service chaiml-1031-quang-ir-mi-66604-v4 to be ready
Inference service chaiml-1031-quang-ir-mi-66604-v4 ready after 120.5945942401886s
Pipeline stage MKMLDeployer completed in 121.41s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1871676445007324s
Received healthy response to inference request in 1.7166566848754883s
Received healthy response to inference request in 1.7871134281158447s
Received healthy response to inference request in 2.085798740386963s
Received healthy response to inference request in 1.7775945663452148s
5 requests
0 failed requests
5th percentile: 1.7288442611694337
10th percentile: 1.7410318374633789
20th percentile: 1.7654069900512694
30th percentile: 1.7794983386993408
40th percentile: 1.7833058834075928
50th percentile: 1.7871134281158447
60th percentile: 1.906587553024292
70th percentile: 2.026061677932739
80th percentile: 2.106072521209717
90th percentile: 2.1466200828552244
95th percentile: 2.1668938636779784
99th percentile: 2.1831128883361814
mean time: 1.9108662128448486
Pipeline stage StressChecker completed in 11.15s
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 1.11s
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 0.74s
Shutdown handler de-registered
chaiml-1031-quang-ir-mi_66604_v4 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 2788.45s
Shutdown handler de-registered
chaiml-1031-quang-ir-mi_66604_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1031-quang-ir-mi_66604_v4 status is now torndown due to DeploymentManager action