developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_53604_v3
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-09T00:21:32+00:00
num_battles: 6474
num_wins: 3409
celo_rating: 1316.39
family_friendly_score: 0.5076
family_friendly_standard_error: 0.007070250914925157
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-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': 0.46575242812100925, 'latency_mean': 2.1469410026073454, 'latency_p50': 2.1280486583709717, 'latency_p90': 2.3495691776275636}, {'batch_size': 2, 'throughput': 0.6816022583197017, 'latency_mean': 2.923773012161255, 'latency_p50': 2.9276703596115112, 'latency_p90': 3.175265836715698}, {'batch_size': 3, 'throughput': 0.8204409626250474, 'latency_mean': 3.6501056230068207, 'latency_p50': 3.656572103500366, 'latency_p90': 4.146273422241211}, {'batch_size': 4, 'throughput': 0.9333750605270106, 'latency_mean': 4.276101808547974, 'latency_p50': 4.269345998764038, 'latency_p90': 4.834621572494507}, {'batch_size': 5, 'throughput': 0.981543703338559, 'latency_mean': 5.077352172136306, 'latency_p50': 5.0610045194625854, 'latency_p90': 5.761932110786438}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-05
win_ratio: 0.5265678097003398
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': ['####', 'You:', '\n', '####\n', '</s>'], '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
Connection pool is full, discarding connection: %s. Connection pool size: %s
Starting job with name chaiml-1105-quang-ir-mi-53604-v3-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-53604-v3-mkmlizer to finish
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', '')
Stopping job with name chaiml-1105-quang-ir-mi-53604-v3-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-1105-quang-ir-mi-53604-v3-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-53604-v3-mkmlizer to finish
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: Downloaded to shared memory in 49.676s
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 already exists in ChaiML
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6imcw2ds, device:0
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-4d70-fd43-linear-w01_v8: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-4d70-fd43-linear-w01_v8/predict', '{"detail":"Error 1 connecting to redis.6f88aa-kchai.coreweave.app:6379. Operation not permitted."}')
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: quantized model in 285.342s
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 in 335.018s
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/config.json
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-53604-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-1105-quang-ir-mi-53604-v3-mkmlizer completed after 389.7s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-53604-v3-mkmlizer
Pipeline stage MKMLizer completed in 432.54s
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-1105-quang-ir-mi-53604-v3
Waiting for inference service chaiml-1105-quang-ir-mi-53604-v3 to be ready
Inference service chaiml-1105-quang-ir-mi-53604-v3 ready after 221.45057606697083s
Pipeline stage MKMLDeployer completed in 222.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0397818088531494s
Received healthy response to inference request in 1.8091821670532227s
Received healthy response to inference request in 1.728712558746338s
Received healthy response to inference request in 1.8634333610534668s
Received healthy response to inference request in 1.6931822299957275s
5 requests
0 failed requests
5th percentile: 1.7002882957458496
10th percentile: 1.7073943614959717
20th percentile: 1.7216064929962158
30th percentile: 1.7448064804077148
40th percentile: 1.7769943237304688
50th percentile: 1.8091821670532227
60th percentile: 1.8308826446533204
70th percentile: 1.852583122253418
80th percentile: 1.8987030506134033
90th percentile: 1.9692424297332765
95th percentile: 2.0045121192932127
99th percentile: 2.0327278709411623
mean time: 1.8268584251403808
Pipeline stage StressChecker completed in 11.09s
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 1.26s
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 0.67s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v3 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
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 2817.03s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_53604_v3 status is now torndown due to DeploymentManager action