developer_uid: qdv206
submission_id: chaiml-1104-quang-ir-mi_54070_v3
model_name: training123
model_group: ChaiML/1104-quang-ir-mix
status: torndown
timestamp: 2025-11-08T03:21:23+00:00
num_battles: 5627
num_wins: 2857
celo_rating: 1307.86
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003
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': 0.46969163472342274, 'latency_mean': 2.1289443302154543, 'latency_p50': 2.1244056224823, 'latency_p90': 2.338276815414429}, {'batch_size': 2, 'throughput': 0.685096566141597, 'latency_mean': 2.9163837838172912, 'latency_p50': 2.9051636457443237, 'latency_p90': 3.175269341468811}, {'batch_size': 3, 'throughput': 0.8273092211601986, 'latency_mean': 3.619717493057251, 'latency_p50': 3.6562899351119995, 'latency_p90': 4.088018727302551}, {'batch_size': 4, 'throughput': 0.925042894927922, 'latency_mean': 4.309463938474655, 'latency_p50': 4.318360090255737, 'latency_p90': 4.971867871284485}, {'batch_size': 5, 'throughput': 0.9888331753371897, 'latency_mean': 5.038117237091065, 'latency_p50': 5.031570315361023, 'latency_p90': 5.761564826965332}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-04
win_ratio: 0.5077305846810023
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': ['</s>', '\n', 'You:', '####\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-1104-quang-ir-mi-54070-v3-mkmlizer
Waiting for job on chaiml-1104-quang-ir-mi-54070-v3-mkmlizer to finish
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║                                                                     ║
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chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: Downloaded to shared memory in 51.655s
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: Checking if ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 already exists in ChaiML
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5ngbak70, device:0
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: quantized model in 285.955s
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: Processed model ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 in 337.610s
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/config.json
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/special_tokens_map.json
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/tokenizer_config.json
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/tokenizer.json
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/flywheel_model.1.safetensors
chaiml-1104-quang-ir-mi-54070-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-1104-quang-ir-mi-54070-v3-mkmlizer completed after 460.1s with status: succeeded
Stopping job with name chaiml-1104-quang-ir-mi-54070-v3-mkmlizer
Pipeline stage MKMLizer completed in 460.69s
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-1104-quang-ir-mi-54070-v3
Waiting for inference service chaiml-1104-quang-ir-mi-54070-v3 to be ready
Inference service chaiml-1104-quang-ir-mi-54070-v3 ready after 140.97376036643982s
Pipeline stage MKMLDeployer completed in 142.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0572052001953125s
Received healthy response to inference request in 1.7113556861877441s
Received healthy response to inference request in 1.721489667892456s
Received healthy response to inference request in 1.6724274158477783s
Received healthy response to inference request in 1.7157046794891357s
5 requests
0 failed requests
5th percentile: 1.6802130699157716
10th percentile: 1.6879987239837646
20th percentile: 1.7035700321197509
30th percentile: 1.7122254848480225
40th percentile: 1.713965082168579
50th percentile: 1.7157046794891357
60th percentile: 1.7180186748504638
70th percentile: 1.720332670211792
80th percentile: 1.7886327743530275
90th percentile: 1.9229189872741699
95th percentile: 1.990062093734741
99th percentile: 2.043776578903198
mean time: 1.7756365299224854
Pipeline stage StressChecker completed in 10.84s
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 0.79s
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-1104-quang-ir-mi_54070_v3 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4790.75s
Shutdown handler de-registered
chaiml-1104-quang-ir-mi_54070_v3 status is now torndown due to DeploymentManager action