chaiml-1028-quang-ir-lt_53883

developer_uid: qdv206
submission_id: chaiml-1028-quang-ir-lt_53883_v2
model_name: training123
model_group: ChaiML/1028-quang-ir-ltr
status: torndown
timestamp: 2025-11-01T06:21:31+00:00
num_battles: 6002
num_wins: 2360
celo_rating: 1202.84
family_friendly_score: 0.5624
family_friendly_standard_error: 0.007015785629564233
submission_type: basic
model_repo: ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 1
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4876826398114845, 'latency_mean': 2.050405580997467, 'latency_p50': 2.051942467689514, 'latency_p90': 2.2553297996521}, {'batch_size': 3, 'throughput': 0.8999465184284821, 'latency_mean': 3.317352497577667, 'latency_p50': 3.339031934738159, 'latency_p90': 3.57331805229187}, {'batch_size': 5, 'throughput': 1.1150645386552813, 'latency_mean': 4.464516273736954, 'latency_p50': 4.478711485862732, 'latency_p90': 5.1070469379425045}, {'batch_size': 6, 'throughput': 1.1963085136984133, 'latency_mean': 4.979634875059128, 'latency_p50': 4.985918164253235, 'latency_p90': 5.68576443195343}, {'batch_size': 8, 'throughput': 1.3042752742562427, 'latency_mean': 6.097334597110748, 'latency_p50': 6.098814010620117, 'latency_p90': 6.878277730941773}, {'batch_size': 10, 'throughput': 1.370699116177203, 'latency_mean': 7.237812743186951, 'latency_p50': 7.258603453636169, 'latency_p90': 8.25605113506317}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres
model_size: 24B
ranking_group: single
throughput_3p7s: 0.99
us_pacific_date: 2025-10-28
win_ratio: 0.39320226591136287
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', '\n'], 'max_input_tokens': 2048, 'best_of': 1, '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-1028-quang-ir-lt-53883-v2-mkmlizer
Waiting for job on chaiml-1028-quang-ir-lt-53883-v2-mkmlizer to finish
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║                                                                     ║
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chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: Downloaded to shared memory in 87.025s
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: Checking if ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres already exists in ChaiML
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3trr2f3u, device:0
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.7.39.81:8080/models/chaiml-rirv938-0sw-96p_18713_v10/predict\'"}')
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: quantized model in 285.407s
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: Processed model ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres in 372.433s
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/config.json
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/special_tokens_map.json
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/tokenizer_config.json
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/tokenizer.json
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/flywheel_model.1.safetensors
chaiml-1028-quang-ir-lt-53883-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1028-quang-ir-lt-53883-v2-mkmlizer completed after 439.53s with status: succeeded
Stopping job with name chaiml-1028-quang-ir-lt-53883-v2-mkmlizer
Pipeline stage MKMLizer completed in 440.03s
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-1028-quang-ir-lt-53883-v2
Waiting for inference service chaiml-1028-quang-ir-lt-53883-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-1028-quang-ir-lt-53883-v2 ready after 100.25948762893677s
Pipeline stage MKMLDeployer completed in 100.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8653008937835693s
Received healthy response to inference request in 1.5603530406951904s
Received healthy response to inference request in 1.5300981998443604s
Received healthy response to inference request in 1.6437554359436035s
Received healthy response to inference request in 1.5431056022644043s
5 requests
0 failed requests
5th percentile: 1.5326996803283692
10th percentile: 1.5353011608123779
20th percentile: 1.5405041217803954
30th percentile: 1.5465550899505616
40th percentile: 1.5534540653228759
50th percentile: 1.5603530406951904
60th percentile: 1.5937139987945557
70th percentile: 1.627074956893921
80th percentile: 1.6880645275115966
90th percentile: 1.776682710647583
95th percentile: 1.8209918022155762
99th percentile: 1.8564390754699707
mean time: 1.6285226345062256
Pipeline stage StressChecker completed in 9.92s
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 0.89s
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 0.65s
Shutdown handler de-registered
chaiml-1028-quang-ir-lt_53883_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 0.11s
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-1028-quang-ir-lt-53883-v2-profiler
Waiting for inference service chaiml-1028-quang-ir-lt-53883-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 2702.04s
Shutdown handler de-registered
chaiml-1028-quang-ir-lt_53883_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1028-quang-ir-lt_53883_v2 status is now torndown due to DeploymentManager action