chaiml-1113-quang-ir-cl_22047

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-cl_22047_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-cld

status: torndown

timestamp: 2025-11-17T05:51:28+00:00

num_battles: 5548

num_wins: 2911

celo_rating: 1304.71

family_friendly_score: 0.44999999999999996

family_friendly_standard_error: 0.007035623639735144

submission_type: basic

model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs06-dporm_multrmv22_0164642ep_2e5cs

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': 0.3730248820801752, 'latency_mean': 2.680661209821701, 'latency_p50': 2.691528797149658, 'latency_p90': 2.921587920188904}, {'batch_size': 2, 'throughput': 0.5467982489037113, 'latency_mean': 3.6567620646953585, 'latency_p50': 3.6831657886505127, 'latency_p90': 4.002227568626404}, {'batch_size': 3, 'throughput': 0.6655877832711106, 'latency_mean': 4.495861698389053, 'latency_p50': 4.500767469406128, 'latency_p90': 5.213362312316894}, {'batch_size': 4, 'throughput': 0.7502103117349103, 'latency_mean': 5.316008688211441, 'latency_p50': 5.322042107582092, 'latency_p90': 6.012037897109986}, {'batch_size': 5, 'throughput': 0.8005364572091417, 'latency_mean': 6.213106397390366, 'latency_p50': 6.238726258277893, 'latency_p90': 7.069190502166748}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs06-dporm_multrmv22_0164642ep_2e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.55

us_pacific_date: 2025-11-13

win_ratio: 0.5246935832732517

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-1113-quang-ir-cl-22047-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-22047-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║                                                                     ║
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chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: Downloaded to shared memory in 64.788s
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs06-dporm_multrmv22_0164642ep_2e5cs already exists in ChaiML
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzs_qo3yi, device:0
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: quantized model in 43.090s
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs06-dporm_multrmv22_0164642ep_2e5cs in 107.879s
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/flywheel_model.0.safetensors
chaiml-1113-quang-ir-cl-22047-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-22047-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1113-quang-ir-cl-22047-v1-mkmlizer completed after 195.73s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-22047-v1-mkmlizer
Pipeline stage MKMLizer completed in 196.23s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1113-quang-ir-cl-22047-v1
Waiting for inference service chaiml-1113-quang-ir-cl-22047-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-22047-v1 ready after 141.01021242141724s
Pipeline stage MKMLDeployer completed in 141.62s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4683072566986084s
Received healthy response to inference request in 2.7035136222839355s
Received healthy response to inference request in 2.7451069355010986s
Received healthy response to inference request in 2.111630439758301s
Received healthy response to inference request in 2.570697546005249s
5 requests
0 failed requests
5th percentile: 2.182965803146362
10th percentile: 2.254301166534424
20th percentile: 2.396971893310547
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50th percentile: 2.570697546005249
60th percentile: 2.6238239765167237
70th percentile: 2.6769504070281984
80th percentile: 2.711832284927368
90th percentile: 2.7284696102142334
95th percentile: 2.736788272857666
99th percentile: 2.7434432029724123
mean time: 2.5198511600494387
Pipeline stage StressChecker completed in 14.84s
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