chaiml-1113-quang-ir-mi_66821

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-mi_66821_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-mix

status: torndown

timestamp: 2025-11-17T00:41:16+00:00

num_battles: 6281

num_wins: 3351

celo_rating: 1305.83

family_friendly_score: 0.48919999999999997

family_friendly_standard_error: 0.007069418080719233

submission_type: basic

model_repo: ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22rm_0164642ep_5e6ct

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': 0.3765562973861758, 'latency_mean': 2.655523451566696, 'latency_p50': 2.635512948036194, 'latency_p90': 2.9344274044036864}, {'batch_size': 2, 'throughput': 0.5401287657997292, 'latency_mean': 3.689433856010437, 'latency_p50': 3.6900590658187866, 'latency_p90': 4.028279590606689}, {'batch_size': 3, 'throughput': 0.6588996739086741, 'latency_mean': 4.534688651561737, 'latency_p50': 4.583909749984741, 'latency_p90': 5.022213315963745}, {'batch_size': 4, 'throughput': 0.7468958155017982, 'latency_mean': 5.33468430519104, 'latency_p50': 5.319687008857727, 'latency_p90': 6.069427108764648}, {'batch_size': 5, 'throughput': 0.8004535918445645, 'latency_mean': 6.225265805721283, 'latency_p50': 6.242927312850952, 'latency_p90': 7.132285118103027}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22rm_0164642ep_5e6ct

model_size: 24B

ranking_group: single

throughput_3p7s: 0.54

us_pacific_date: 2025-11-13

win_ratio: 0.5335137716924057

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', '####', 'You:', '</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-1113-quang-ir-mi-66821-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-mi-66821-v1-mkmlizer to finish
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║                                                                     ║
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chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: Downloaded to shared memory in 65.494s
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22rm_0164642ep_5e6ct already exists in ChaiML
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpr6dgzuti, device:0
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: quantized model in 41.676s
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-mixall-cld-i0a8-freev2-rm-cldimprv-dpo_freev22rm_0164642ep_5e6ct in 107.170s
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/config.json
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-mi-66821-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-mi-66821-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1113-quang-ir-mi-66821-v1-mkmlizer completed after 155.15s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-mi-66821-v1-mkmlizer
Pipeline stage MKMLizer completed in 155.67s
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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-mi-66821-v1
Waiting for inference service chaiml-1113-quang-ir-mi-66821-v1 to be ready
Inference service chaiml-1113-quang-ir-mi-66821-v1 ready after 140.8570830821991s
Pipeline stage MKMLDeployer completed in 141.49s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7705161571502686s
Received healthy response to inference request in 2.1396539211273193s
Received healthy response to inference request in 2.1233456134796143s
Received healthy response to inference request in 2.318599224090576s
Received healthy response to inference request in 2.2309377193450928s
5 requests
0 failed requests
5th percentile: 2.1266072750091554
10th percentile: 2.1298689365386965
20th percentile: 2.1363922595977782
30th percentile: 2.157910680770874
40th percentile: 2.194424200057983
50th percentile: 2.2309377193450928
60th percentile: 2.266002321243286
70th percentile: 2.3010669231414793
80th percentile: 2.4089826107025147
90th percentile: 2.5897493839263914
95th percentile: 2.68013277053833
99th percentile: 2.752439479827881
mean time: 2.3166105270385744
Pipeline stage StressChecker completed in 13.08s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.96s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3118.81s
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chaiml-1113-quang-ir-mi_66821_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1113-quang-ir-mi_66821_v1 status is now torndown due to DeploymentManager action