developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_86895_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T17:21:44+00:00
num_battles: 6607
num_wins: 3227
celo_rating: 1304.09
family_friendly_score: 0.5404
family_friendly_standard_error: 0.007047947786412723
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_multsth25k_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': 0.46316058118270276, 'latency_mean': 2.1589568960666656, 'latency_p50': 2.158565044403076, 'latency_p90': 2.3632588148117066}, {'batch_size': 2, 'throughput': 0.6815750045996275, 'latency_mean': 2.9306468284130096, 'latency_p50': 2.922898292541504, 'latency_p90': 3.1937317132949827}, {'batch_size': 3, 'throughput': 0.818892429921099, 'latency_mean': 3.643000601530075, 'latency_p50': 3.6350696086883545, 'latency_p90': 4.200784015655517}, {'batch_size': 4, 'throughput': 0.929724616465188, 'latency_mean': 4.28138008594513, 'latency_p50': 4.254750847816467, 'latency_p90': 4.988709330558777}, {'batch_size': 5, 'throughput': 0.9806768029648261, 'latency_mean': 5.073630580902099, 'latency_p50': 5.063535809516907, 'latency_p90': 5.757485461235047}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_multsth25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-08
win_ratio: 0.48842137127289237
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', '####', '</s>', 'You:'], '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-1107-quang-ir-mi-86895-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-86895-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: Downloaded to shared memory in 54.479s
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_multsth25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpp_ptdiz6, device:0
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: quantized model in 285.537s
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_multsth25k_0164641ep_2e6ct in 340.016s
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/config.json
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-86895-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86895-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-86895-v2-mkmlizer completed after 378.35s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-86895-v2-mkmlizer
Pipeline stage MKMLizer completed in 378.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-86895-v2
Waiting for inference service chaiml-1107-quang-ir-mi-86895-v2 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-1107-quang-ir-mi-86895-v2 ready after 191.2713279724121s
Pipeline stage MKMLDeployer completed in 191.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3698039054870605s
Received healthy response to inference request in 1.7044947147369385s
Received healthy response to inference request in 1.8773374557495117s
Received healthy response to inference request in 1.923309564590454s
Received healthy response to inference request in 2.3149352073669434s
5 requests
0 failed requests
5th percentile: 1.7390632629394531
10th percentile: 1.7736318111419678
20th percentile: 1.842768907546997
30th percentile: 1.8865318775177002
40th percentile: 1.904920721054077
50th percentile: 1.923309564590454
60th percentile: 2.07995982170105
70th percentile: 2.2366100788116454
80th percentile: 2.3259089469909666
90th percentile: 2.3478564262390136
95th percentile: 2.3588301658630373
99th percentile: 2.367609157562256
mean time: 2.0379761695861816
Pipeline stage StressChecker completed in 11.82s
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 0.69s
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 0.66s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86895_v2 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1107-quang-ir-mi-86895-v2-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-86895-v2-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 2965.07s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86895_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_86895_v2 status is now torndown due to DeploymentManager action