developer_uid: qdv206
submission_id: chaiml-1106-quang-ir-mix_9511_v2
model_name: training123
model_group: ChaiML/1106-quang-ir-mix
status: torndown
timestamp: 2025-11-10T15:06:33+00:00
num_battles: 5960
num_wins: 2911
celo_rating: 1284.57
family_friendly_score: 0.605
family_friendly_standard_error: 0.006913392799487094
submission_type: basic
model_repo: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f25000-dpo_0164641ep_5e6ct
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': 0.46528843714169843, 'latency_mean': 2.1490805423259736, 'latency_p50': 2.1595776081085205, 'latency_p90': 2.3502835512161253}, {'batch_size': 2, 'throughput': 0.6826062958948413, 'latency_mean': 2.923004821538925, 'latency_p50': 2.925982713699341, 'latency_p90': 3.1751161575317384}, {'batch_size': 3, 'throughput': 0.826004829446314, 'latency_mean': 3.627660895586014, 'latency_p50': 3.644250512123108, 'latency_p90': 4.027387046813965}, {'batch_size': 4, 'throughput': 0.9292741502322696, 'latency_mean': 4.294938329458237, 'latency_p50': 4.297638297080994, 'latency_p90': 4.95861451625824}, {'batch_size': 5, 'throughput': 0.9861625233788691, 'latency_mean': 5.055179495811462, 'latency_p50': 5.098889708518982, 'latency_p90': 5.810544157028199}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f25000-dpo_0164641ep_5e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-07
win_ratio: 0.4884228187919463
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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-1106-quang-ir-mix-9511-v2-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mix-9511-v2-mkmlizer to finish
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: Downloaded to shared memory in 53.672s
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: Checking if ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f25000-dpo_0164641ep_5e6ct already exists in ChaiML
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvq4lv4on, device:0
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: quantized model in 284.568s
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: Processed model ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f25000-dpo_0164641ep_5e6ct in 338.241s
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/config.json
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/tokenizer.json
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/flywheel_model.1.safetensors
chaiml-1106-quang-ir-mix-9511-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-9511-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1106-quang-ir-mix-9511-v2-mkmlizer completed after 409.94s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mix-9511-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.50s
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-1106-quang-ir-mix-9511-v2
Waiting for inference service chaiml-1106-quang-ir-mix-9511-v2 to be ready
Inference service chaiml-1106-quang-ir-mix-9511-v2 ready after 171.4049413204193s
Pipeline stage MKMLDeployer completed in 172.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2382400035858154s
Received healthy response to inference request in 1.7364377975463867s
Received healthy response to inference request in 1.8661174774169922s
Received healthy response to inference request in 1.650984287261963s
Received healthy response to inference request in 1.6967706680297852s
5 requests
0 failed requests
5th percentile: 1.6601415634155274
10th percentile: 1.6692988395690918
20th percentile: 1.6876133918762206
30th percentile: 1.7047040939331055
40th percentile: 1.720570945739746
50th percentile: 1.7364377975463867
60th percentile: 1.788309669494629
70th percentile: 1.840181541442871
80th percentile: 1.9405419826507568
90th percentile: 2.089390993118286
95th percentile: 2.163815498352051
99th percentile: 2.2233551025390623
mean time: 1.8377100467681884
Pipeline stage StressChecker completed in 10.62s
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 0.95s
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-1106-quang-ir-mix_9511_v2 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 2919.78s
Shutdown handler de-registered
chaiml-1106-quang-ir-mix_9511_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1106-quang-ir-mix_9511_v2 status is now torndown due to DeploymentManager action