chaiml-1105-quang-ir-mix_1988

developer_uid: chai_backend_admin

submission_id: chaiml-1105-quang-ir-mix_1988_v1

model_name: training123

model_group: ChaiML/1105-quang-ir-mix

status: protected

timestamp: 2025-11-25T00:24:40+00:00

num_battles: 5574

num_wins: 2828

celo_rating: 1310.89

family_friendly_score: 0.5358

family_friendly_standard_error: 0.007052919395541112

submission_type: basic

model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003

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': 0.3662487370131561, 'latency_mean': 2.730258150100708, 'latency_p50': 2.6721818447113037, 'latency_p90': 2.9217090368270875}, {'batch_size': 2, 'throughput': 0.5670230904423821, 'latency_mean': 3.5221442019939424, 'latency_p50': 3.525468945503235, 'latency_p90': 3.8415793657302855}, {'batch_size': 3, 'throughput': 0.7002999983622449, 'latency_mean': 4.270635173320771, 'latency_p50': 4.265557527542114, 'latency_p90': 4.711088013648987}, {'batch_size': 4, 'throughput': 0.7921795784758934, 'latency_mean': 5.034492301940918, 'latency_p50': 5.042749285697937, 'latency_p90': 5.736247134208679}, {'batch_size': 5, 'throughput': 0.8556818214842372, 'latency_mean': 5.828683902025222, 'latency_p50': 5.817187428474426, 'latency_p90': 6.642532753944397}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-06

win_ratio: 0.5073555794761392

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>', '####', '\n', 'You:', '####\n'], '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-1105-quang-ir-mix-1988-v1-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mix-1988-v1-mkmlizer to finish
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: Downloaded to shared memory in 57.641s
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003 already exists in ChaiML
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpekjr6va2, device:0
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: quantized model in 42.762s
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003 in 100.403s
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/config.json
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/tokenizer.json
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/flywheel_model.0.safetensors
chaiml-1105-quang-ir-mix-1988-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1105-quang-ir-mix-1988-v1-mkmlizer completed after 154.78s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mix-1988-v1-mkmlizer
Pipeline stage MKMLizer completed in 155.30s
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Creating inference service chaiml-1105-quang-ir-mix-1988-v1
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Inference service chaiml-1105-quang-ir-mix-1988-v1 ready after 160.5764012336731s
Pipeline stage MKMLDeployer completed in 161.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.394049644470215s
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Received healthy response to inference request in 2.4436018466949463s
Received healthy response to inference request in 2.3345212936401367s
5 requests
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5th percentile: 2.2758678436279296
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80th percentile: 2.5262115478515628
90th percentile: 2.691430950164795
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99th percentile: 2.840128412246704
mean time: 2.4580055236816407
Pipeline stage StressChecker completed in 13.78s
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Creating inference service chaiml-1105-quang-ir-mix-1988-v1-profiler
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Inference service chaiml-1105-quang-ir-mix-1988-v1-profiler ready after 161.11066913604736s
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Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-1105-quang-ira8f04de8269c82741636d37952b77ee8-deplodf758:/code/chaiverse_profiler_1762409830 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1105-quang-ira8f04de8269c82741636d37952b77ee8-deplodf758 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762409830 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 2048 --output_tokens 64 --summary /code/chaiverse_profiler_1762409830/summary.json'
%s, retrying in %s seconds...
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-1105-quang-ira8f04de8269c82741636d37952b77ee8-deplodf758:/code/chaiverse_profiler_1762411200 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1105-quang-ira8f04de8269c82741636d37952b77ee8-deplodf758 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762411200 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 2048 --output_tokens 64 --summary /code/chaiverse_profiler_1762411200/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1105-quang-ira8f04de8269c82741636d37952b77ee8-deplodf758 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1762411200/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3046.00s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-1105-quang-ir-mix-1988-v1-profiler is running
Tearing down inference service chaiml-1105-quang-ir-mix-1988-v1-profiler
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Pipeline stage MKMLProfilerDeleter completed in 0.87s
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chaiml-1105-quang-ir-mix_1988_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mix_1988_v1 status is now torndown due to DeploymentManager action
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem
chaiml-1105-quang-ir-mix_1988_v1 status is now protected due to ABTestQueueItem