chaiml-1111-quang-ir-mi_54550

developer_uid: qdv206
submission_id: chaiml-1111-quang-ir-mi_54550_v4
model_name: training123
model_group: ChaiML/1111-quang-ir-mix
status: torndown
timestamp: 2025-11-15T14:46:52+00:00
num_battles: 6153
num_wins: 3041
celo_rating: 1279.06
family_friendly_score: 0.49239999999999995
family_friendly_standard_error: 0.007070250914925156
submission_type: basic
model_repo: ChaiML/1111-quang-ir-mixall-cld-i9a6-freev33
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': 0.2242499834783342, 'latency_mean': 4.459187536239624, 'latency_p50': 4.240790009498596, 'latency_p90': 6.108412218093872}, {'batch_size': 2, 'throughput': 0.5760066918941509, 'latency_mean': 3.4705907690525053, 'latency_p50': 3.1042184829711914, 'latency_p90': 5.872040295600891}, {'batch_size': 3, 'throughput': 0.7893431745888432, 'latency_mean': 3.7902488887310026, 'latency_p50': 3.790465474128723, 'latency_p90': 4.135541272163391}, {'batch_size': 4, 'throughput': 0.8860474388835139, 'latency_mean': 4.484219306707383, 'latency_p50': 4.486292839050293, 'latency_p90': 5.066099166870117}, {'batch_size': 5, 'throughput': 0.5903653751959596, 'latency_mean': 8.423103206157684, 'latency_p50': 8.493574619293213, 'latency_p90': 9.564835810661316}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1111-quang-ir-mixall-cld-i9a6-freev33
model_size: 24B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2025-11-12
win_ratio: 0.4942304566877946
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-1111-quang-ir-mi-54550-v4-mkmlizer
Waiting for job on chaiml-1111-quang-ir-mi-54550-v4-mkmlizer to finish
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║                                                                     ║
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chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║                                                                     ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║                                                                     ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║                                                                     ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ║                                                                     ║
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-1111-quang-ir-mi-54550-v4-mkmlizer: Downloaded to shared memory in 49.396s
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: Checking if ChaiML/1111-quang-ir-mixall-cld-i9a6-freev33 already exists in ChaiML
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3oohebll, device:0
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: quantized model in 285.370s
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: Processed model ChaiML/1111-quang-ir-mixall-cld-i9a6-freev33 in 334.767s
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/config.json
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/special_tokens_map.json
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/tokenizer_config.json
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/tokenizer.json
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/flywheel_model.1.safetensors
chaiml-1111-quang-ir-mi-54550-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1111-quang-ir-mi-54550-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1111-quang-ir-mi-54550-v4-mkmlizer completed after 419.82s with status: succeeded
Stopping job with name chaiml-1111-quang-ir-mi-54550-v4-mkmlizer
Pipeline stage MKMLizer completed in 420.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1111-quang-ir-mi-54550-v4
Waiting for inference service chaiml-1111-quang-ir-mi-54550-v4 to be ready
Inference service chaiml-1111-quang-ir-mi-54550-v4 ready after 150.66109561920166s
Pipeline stage MKMLDeployer completed in 151.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.054123640060425s
Received healthy response to inference request in 2.098005533218384s
Received healthy response to inference request in 1.7668132781982422s
Received healthy response to inference request in 1.696749210357666s
Received healthy response to inference request in 2.326767921447754s
5 requests
0 failed requests
5th percentile: 1.7107620239257812
10th percentile: 1.7247748374938965
20th percentile: 1.752800464630127
30th percentile: 1.8242753505706788
40th percentile: 1.9391994953155518
50th percentile: 2.054123640060425
60th percentile: 2.0716763973236083
70th percentile: 2.089229154586792
80th percentile: 2.143758010864258
90th percentile: 2.235262966156006
95th percentile: 2.2810154438018797
99th percentile: 2.317617425918579
mean time: 1.988491916656494
Pipeline stage StressChecker completed in 11.80s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.78s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-1111-quang-ir-mi_54550_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
%s, retrying in %s seconds...
%s, retrying in %s seconds...
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1111-quang-ir-mi-54550-v4-profiler
Waiting for inference service chaiml-1111-quang-ir-mi-54550-v4-profiler to be ready
Inference service chaiml-1111-quang-ir-mi-54550-v4-profiler ready after 141.40393137931824s
Pipeline stage MKMLProfilerDeployer completed in 142.13s
run pipeline stage %s
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-1111-quang-ir5c091c23e6d108712b9d8c7c63105538-deplohc6cp:/code/chaiverse_profiler_1762954290 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1111-quang-ir5c091c23e6d108712b9d8c7c63105538-deplohc6cp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762954290 && 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_1762954290/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-1111-quang-ir5c091c23e6d108712b9d8c7c63105538-deplohc6cp:/code/chaiverse_profiler_1762954746 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1111-quang-ir5c091c23e6d108712b9d8c7c63105538-deplohc6cp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762954746 && 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_1762954746/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-1111-quang-ir5c091c23e6d108712b9d8c7c63105538-deplohc6cp --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1762954746/summary.json'
Pipeline stage MKMLProfilerRunner completed in 2517.47s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-1111-quang-ir-mi-54550-v4-profiler is running
Tearing down inference service chaiml-1111-quang-ir-mi-54550-v4-profiler
Service chaiml-1111-quang-ir-mi-54550-v4-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.74s
Shutdown handler de-registered
chaiml-1111-quang-ir-mi_54550_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1111-quang-ir-mi_54550_v4 status is now torndown due to DeploymentManager action