chaiml-1114-quang-ir-cl_45236

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_45236_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-17T20:06:25+00:00

num_battles: 5789

num_wins: 3072

celo_rating: 1308.73

family_friendly_score: 0.4618

family_friendly_standard_error: 0.007050400839668621

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b16-dporm_mult25k_0164642ep_3e5cs

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': 0.300709292950122, 'latency_mean': 3.325352931022644, 'latency_p50': 2.809551477432251, 'latency_p90': 5.166087746620178}, {'batch_size': 2, 'throughput': 0.5648679302955686, 'latency_mean': 3.54022634267807, 'latency_p50': 3.531585931777954, 'latency_p90': 3.8552838802337646}, {'batch_size': 3, 'throughput': 0.696287954468844, 'latency_mean': 4.29879666686058, 'latency_p50': 4.287371516227722, 'latency_p90': 4.700482940673828}, {'batch_size': 4, 'throughput': 0.7876331131765707, 'latency_mean': 5.057381203174591, 'latency_p50': 5.054945588111877, 'latency_p90': 5.6261032819747925}, {'batch_size': 5, 'throughput': 0.8514989820538635, 'latency_mean': 5.838513741493225, 'latency_p50': 5.8644490242004395, 'latency_p90': 6.697227358818054}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b16-dporm_mult25k_0164642ep_3e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-14

win_ratio: 0.5306615995854206

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:'], '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-1114-quang-ir-cl-45236-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-45236-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: Downloaded to shared memory in 69.470s
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b16-dporm_mult25k_0164642ep_3e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpoqptt5b6, device:0
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: quantized model in 42.241s
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b16-dporm_mult25k_0164642ep_3e5cs in 111.711s
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-45236-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-45236-v1-mkmlizer: 
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Job chaiml-1114-quang-ir-cl-45236-v1-mkmlizer completed after 186.42s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-45236-v1-mkmlizer
Pipeline stage MKMLizer completed in 186.98s
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Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-45236-v1
Waiting for inference service chaiml-1114-quang-ir-cl-45236-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-45236-v1 ready after 151.23480582237244s
Pipeline stage MKMLDeployer completed in 151.87s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3518145084381104s
Received healthy response to inference request in 2.329681634902954s
Received healthy response to inference request in 2.1241300106048584s
Received healthy response to inference request in 2.3342573642730713s
Received healthy response to inference request in 2.229501247406006s
5 requests
0 failed requests
5th percentile: 2.145204257965088
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20th percentile: 2.208427000045776
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70th percentile: 2.3333422183990478
80th percentile: 2.337768793106079
90th percentile: 2.3447916507720947
95th percentile: 2.3483030796051025
99th percentile: 2.351112222671509
mean time: 2.273876953125
Pipeline stage StressChecker completed in 12.54s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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chaiml-1114-quang-ir-cl_45236_v1 status is now deployed due to DeploymentManager action
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Creating inference service chaiml-1114-quang-ir-cl-45236-v1-profiler
Waiting for inference service chaiml-1114-quang-ir-cl-45236-v1-profiler to be ready
Inference service chaiml-1114-quang-ir-cl-45236-v1-profiler ready after 161.67575573921204s
Pipeline stage MKMLProfilerDeployer completed in 162.45s
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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-1114-quang-ird0b6319924ec5f55f3a4bd47bd4578ab-deplovjvdc:/code/chaiverse_profiler_1763146359 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1114-quang-ird0b6319924ec5f55f3a4bd47bd4578ab-deplovjvdc --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1763146359 && 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_1763146359/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-1114-quang-ird0b6319924ec5f55f3a4bd47bd4578ab-deplovjvdc:/code/chaiverse_profiler_1763147520 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1114-quang-ird0b6319924ec5f55f3a4bd47bd4578ab-deplovjvdc --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1763147520 && 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_1763147520/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1114-quang-ird0b6319924ec5f55f3a4bd47bd4578ab-deplovjvdc --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1763147520/summary.json'
Pipeline stage MKMLProfilerRunner completed in 2961.01s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-1114-quang-ir-cl-45236-v1-profiler is running
Tearing down inference service chaiml-1114-quang-ir-cl-45236-v1-profiler
Service chaiml-1114-quang-ir-cl-45236-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.82s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_45236_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1114-quang-ir-cl_45236_v1 status is now torndown due to DeploymentManager action