developer_uid: richhx
submission_id: chaiml-1107-quang-ir-mi_86921_v4
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-13T06:56:33+00:00
num_battles: 6248
num_wins: 3257
celo_rating: 1301.52
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_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': 0.46180033658972963, 'latency_mean': 2.1653394520282747, 'latency_p50': 2.165809988975525, 'latency_p90': 2.373321461677551}, {'batch_size': 2, 'throughput': 0.6757494771378706, 'latency_mean': 2.9476848101615905, 'latency_p50': 2.9560706615448, 'latency_p90': 3.219228649139404}, {'batch_size': 3, 'throughput': 0.8178253043479382, 'latency_mean': 3.6636656069755555, 'latency_p50': 3.652176022529602, 'latency_p90': 4.062645888328552}, {'batch_size': 4, 'throughput': 0.9142402555686958, 'latency_mean': 4.352749511003494, 'latency_p50': 4.34740686416626, 'latency_p90': 4.980147862434388}, {'batch_size': 5, 'throughput': 0.9745924888981595, 'latency_mean': 5.108568638563156, 'latency_p50': 5.115079760551453, 'latency_p90': 5.845213460922241}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-09
win_ratio: 0.5212868117797695
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>', '####', '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
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run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-1107-quang-ir-mi-86921-v4-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-86921-v4-mkmlizer to finish
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: Downloaded to shared memory in 54.497s
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6d9ha5rz, device:0
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: quantized model in 285.779s
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct in 340.276s
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/config.json
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-86921-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-86921-v4-mkmlizer completed after 408.58s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-86921-v4-mkmlizer
Pipeline stage MKMLizer completed in 409.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v4
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v4 to be ready
Inference service chaiml-1107-quang-ir-mi-86921-v4 ready after 171.07208824157715s
Pipeline stage MKMLDeployer completed in 171.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1076412200927734s
Received healthy response to inference request in 1.854926347732544s
Received healthy response to inference request in 1.8702354431152344s
Received healthy response to inference request in 1.9817585945129395s
Received healthy response to inference request in 1.6590526103973389s
5 requests
0 failed requests
5th percentile: 1.6982273578643798
10th percentile: 1.7374021053314208
20th percentile: 1.815751600265503
30th percentile: 1.857988166809082
40th percentile: 1.8641118049621581
50th percentile: 1.8702354431152344
60th percentile: 1.9148447036743164
70th percentile: 1.9594539642333983
80th percentile: 2.0069351196289062
90th percentile: 2.05728816986084
95th percentile: 2.0824646949768066
99th percentile: 2.10260591506958
mean time: 1.894722843170166
Pipeline stage StressChecker completed in 10.92s
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 0.63s
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 1.79s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v4-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v4-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5331.55s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v4 status is now torndown due to DeploymentManager action