developer_uid: qdv206
submission_id: chaiml-1110-quang-ir-mi_64996_v8
model_name: training123
model_group: ChaiML/1110-quang-ir-mix
status: torndown
timestamp: 2025-11-17T04:01:28+00:00
num_battles: 5642
num_wins: 2894
celo_rating: 1293.07
family_friendly_score: 0.5388
family_friendly_standard_error: 0.0070497455273222445
submission_type: basic
model_repo: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
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': 0.4609396679547456, 'latency_mean': 2.1693770027160646, 'latency_p50': 2.1498193740844727, 'latency_p90': 2.381052923202515}, {'batch_size': 2, 'throughput': 0.669344475018411, 'latency_mean': 2.9877714812755585, 'latency_p50': 2.977814555168152, 'latency_p90': 3.2560810089111327}, {'batch_size': 3, 'throughput': 0.8010648493339081, 'latency_mean': 3.736596896648407, 'latency_p50': 3.72077739238739, 'latency_p90': 4.063232636451721}, {'batch_size': 4, 'throughput': 0.8943102030819434, 'latency_mean': 4.45376223564148, 'latency_p50': 4.472901105880737, 'latency_p90': 5.008005928993224}, {'batch_size': 5, 'throughput': 0.9565491078064277, 'latency_mean': 5.1932107758522035, 'latency_p50': 5.198390483856201, 'latency_p90': 5.854521608352661}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-13
win_ratio: 0.5129386742289969
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', '\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-1110-quang-ir-mi-64996-v8-mkmlizer
Waiting for job on chaiml-1110-quang-ir-mi-64996-v8-mkmlizer to finish
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║                                                                     ║
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chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: Downloaded to shared memory in 52.455s
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: Checking if ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 already exists in ChaiML
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp43jsb7_g, device:0
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: quantized model in 284.752s
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: Processed model ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 in 337.208s
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/config.json
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/special_tokens_map.json
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/tokenizer_config.json
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/tokenizer.json
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/flywheel_model.1.safetensors
chaiml-1110-quang-ir-mi-64996-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-1110-quang-ir-mi-64996-v8-mkmlizer completed after 400.3s with status: succeeded
Stopping job with name chaiml-1110-quang-ir-mi-64996-v8-mkmlizer
Pipeline stage MKMLizer completed in 400.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1110-quang-ir-mi-64996-v8
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v8 to be ready
Inference service chaiml-1110-quang-ir-mi-64996-v8 ready after 140.94538950920105s
Pipeline stage MKMLDeployer completed in 141.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.047245740890503s
Received healthy response to inference request in 1.7211549282073975s
Received healthy response to inference request in 1.7508723735809326s
Received healthy response to inference request in 1.9304752349853516s
Received healthy response to inference request in 1.887211561203003s
5 requests
0 failed requests
5th percentile: 1.7270984172821044
10th percentile: 1.7330419063568114
20th percentile: 1.7449288845062256
30th percentile: 1.7781402111053466
40th percentile: 1.8326758861541748
50th percentile: 1.887211561203003
60th percentile: 1.9045170307159425
70th percentile: 1.9218225002288818
80th percentile: 1.9538293361663819
90th percentile: 2.0005375385284423
95th percentile: 2.023891639709473
99th percentile: 2.042574920654297
mean time: 1.8673919677734374
Pipeline stage StressChecker completed in 10.73s
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 0.68s
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 0.68s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v8 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1110-quang-ir-mi-64996-v8-profiler
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v8-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2901.38s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-1110-quang-ir-mi_64996_v8 status is now torndown due to DeploymentManager action