chaiml-1027-quang-ir-lt_73937

developer_uid: chai_backend_admin

submission_id: chaiml-1027-quang-ir-lt_73937_v1

model_name: chaiml-1027-quang-ir-lt_73937_v1

model_group: ChaiML/1027-quang-ir-ltr

status: inactive

timestamp: 2025-10-27T18:56:38+00:00

num_battles: 7444

num_wins: 3922

celo_rating: 1290.32

family_friendly_score: 0.473

family_friendly_standard_error: 0.00706075066830716

submission_type: basic

model_repo: ChaiML/1027-quang-ir-ltry-mix-dvbot_2ev2

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': 0.3784817112393706, 'latency_mean': 2.6420345425605776, 'latency_p50': 2.6426584720611572, 'latency_p90': 2.869356632232666}, {'batch_size': 2, 'throughput': 0.5729390194357538, 'latency_mean': 3.4831082344055178, 'latency_p50': 3.4763559103012085, 'latency_p90': 3.8021093368530274}, {'batch_size': 3, 'throughput': 0.7039660237785005, 'latency_mean': 4.253566068410874, 'latency_p50': 4.259272575378418, 'latency_p90': 4.6242915391922}, {'batch_size': 4, 'throughput': 0.8006604851891586, 'latency_mean': 4.9803340220451355, 'latency_p50': 4.98799729347229, 'latency_p90': 5.586308693885803}, {'batch_size': 5, 'throughput': 0.8631150217397905, 'latency_mean': 5.785044308900833, 'latency_p50': 5.78013277053833, 'latency_p90': 6.562683868408203}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-1027-quang-ir-lt_73937_v1

is_internal_developer: True

language_model: ChaiML/1027-quang-ir-ltry-mix-dvbot_2ev2

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-10-27

win_ratio: 0.5268672756582482

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': ['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
Starting job with name chaiml-1027-quang-ir-lt-73937-v1-mkmlizer
Waiting for job on chaiml-1027-quang-ir-lt-73937-v1-mkmlizer to finish
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║                                                                     ║
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chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: Downloaded to shared memory in 58.700s
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: Checking if ChaiML/1027-quang-ir-ltry-mix-dvbot_2ev2 already exists in ChaiML
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyigi4cym, device:0
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: quantized model in 42.187s
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: Processed model ChaiML/1027-quang-ir-ltry-mix-dvbot_2ev2 in 100.887s
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/config.json
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/special_tokens_map.json
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/tokenizer_config.json
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/tokenizer.json
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/flywheel_model.0.safetensors
chaiml-1027-quang-ir-lt-73937-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-73937-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1027-quang-ir-lt-73937-v1-mkmlizer completed after 185.05s with status: succeeded
Stopping job with name chaiml-1027-quang-ir-lt-73937-v1-mkmlizer
Pipeline stage MKMLizer completed in 185.54s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1027-quang-ir-lt-73937-v1
Waiting for inference service chaiml-1027-quang-ir-lt-73937-v1 to be ready
Inference service chaiml-1027-quang-ir-lt-73937-v1 ready after 90.33128905296326s
Pipeline stage MKMLDeployer completed in 90.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7466862201690674s
Received healthy response to inference request in 2.738081932067871s
Received healthy response to inference request in 2.5072526931762695s
Received healthy response to inference request in 3.122152090072632s
Received healthy response to inference request in 2.695011854171753s
5 requests
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5th percentile: 2.5448045253753664
10th percentile: 2.582356357574463
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95th percentile: 3.047058916091919
99th percentile: 3.107133455276489
mean time: 2.7618369579315187
Pipeline stage StressChecker completed in 15.34s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3029.68s
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chaiml-1027-quang-ir-lt_73937_v1 status is now inactive due to auto deactivation removed underperforming models