developer_uid: zonemercy
submission_id: chaiml-cai-users-v0-fu_42497_v10
model_name: chaiml-cai-users-v0-fu_42497_v10
model_group: ChaiML/cai-users-v0-full
status: torndown
timestamp: 2025-10-10T23:06:10+00:00
num_battles: 6542
num_wins: 3572
celo_rating: 1316.39
family_friendly_score: 0.4942
family_friendly_standard_error: 0.007070592054418074
submission_type: basic
model_repo: ChaiML/cai-users-v0-full-sft-24b
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 2
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.254765399008285, 'latency_mean': 3.9250592613220214, 'latency_p50': 3.7015944719314575, 'latency_p90': 4.90947458744049}, {'batch_size': 2, 'throughput': 0.4602066718351167, 'latency_mean': 4.326463860273361, 'latency_p50': 4.326021909713745, 'latency_p90': 4.538489103317261}, {'batch_size': 3, 'throughput': 0.608848919420525, 'latency_mean': 4.9044898009300235, 'latency_p50': 4.893975138664246, 'latency_p90': 5.129390096664428}, {'batch_size': 4, 'throughput': 0.7228464619732184, 'latency_mean': 5.514258316755295, 'latency_p50': 5.505293607711792, 'latency_p90': 5.858950042724609}, {'batch_size': 5, 'throughput': 0.809230227488604, 'latency_mean': 6.150739656686783, 'latency_p50': 6.122215747833252, 'latency_p90': 6.502709317207336}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-cai-users-v0-fu_42497_v10
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-users-v0-full-sft-24b
model_size: 24B
ranking_group: single
us_pacific_date: 2025-10-10
win_ratio: 0.5460103943748089
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': ['You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 2, 'max_output_tokens': 128}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-cai-users-v0-fu-42497-v10-mkmlizer
Waiting for job on chaiml-cai-users-v0-fu-42497-v10-mkmlizer to finish
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║                                                                     ║
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chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: Downloaded to shared memory in 50.135s
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: Checking if ChaiML/cai-users-v0-full-sft-24b already exists in ChaiML
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnv4aev7e, device:0
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: quantized model in 284.538s
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: Processed model ChaiML/cai-users-v0-full-sft-24b in 334.674s
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/config.json
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/tokenizer_config.json
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/special_tokens_map.json
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/tokenizer.json
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/flywheel_model.1.safetensors
chaiml-cai-users-v0-fu-42497-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v10/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-users-v0-fu-42497-v10-mkmlizer completed after 399.43s with status: succeeded
Stopping job with name chaiml-cai-users-v0-fu-42497-v10-mkmlizer
Pipeline stage MKMLizer completed in 399.94s
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-cai-users-v0-fu-42497-v10
Waiting for inference service chaiml-cai-users-v0-fu-42497-v10 to be ready
Inference service chaiml-cai-users-v0-fu-42497-v10 ready after 60.4294855594635s
Pipeline stage MKMLDeployer completed in 60.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.506314277648926s
Received healthy response to inference request in 3.0768966674804688s
Received healthy response to inference request in 3.097320318222046s
Received healthy response to inference request in 3.132523775100708s
Received healthy response to inference request in 3.394624710083008s
5 requests
0 failed requests
5th percentile: 3.080981397628784
10th percentile: 3.0850661277770994
20th percentile: 3.0932355880737306
30th percentile: 3.1043610095977785
40th percentile: 3.1184423923492433
50th percentile: 3.132523775100708
60th percentile: 3.237364149093628
70th percentile: 3.342204523086548
80th percentile: 3.4169626235961914
90th percentile: 3.4616384506225586
95th percentile: 3.483976364135742
99th percentile: 3.501846694946289
mean time: 3.241535949707031
Pipeline stage StressChecker completed in 17.53s
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 0.68s
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 0.64s
Shutdown handler de-registered
chaiml-cai-users-v0-fu_42497_v10 status is now deployed due to DeploymentManager action
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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-users-v0-fu-42497-v10-profiler
Waiting for inference service chaiml-cai-users-v0-fu-42497-v10-profiler to be ready
Inference service chaiml-cai-users-v0-fu-42497-v10-profiler ready after 60.58717441558838s
Pipeline stage MKMLProfilerDeployer completed in 61.21s
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-cai-users-v0-5d995eea8d5e3818c59ddb9ddc8dfdb8-deplocv6xt:/code/chaiverse_profiler_1760138188 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-5d995eea8d5e3818c59ddb9ddc8dfdb8-deplocv6xt --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1760138188 && python profiles.py profile --best_of_n 2 --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 128 --summary /code/chaiverse_profiler_1760138188/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-cai-users-v0-5d995eea8d5e3818c59ddb9ddc8dfdb8-deplocv6xt:/code/chaiverse_profiler_1760139390 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-5d995eea8d5e3818c59ddb9ddc8dfdb8-deplocv6xt --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1760139390 && python profiles.py profile --best_of_n 2 --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 128 --summary /code/chaiverse_profiler_1760139390/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-5d995eea8d5e3818c59ddb9ddc8dfdb8-deplocv6xt --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1760139390/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3281.39s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-cai-users-v0-fu-42497-v10-profiler is running
Tearing down inference service chaiml-cai-users-v0-fu-42497-v10-profiler
Service chaiml-cai-users-v0-fu-42497-v10-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.66s
Shutdown handler de-registered
chaiml-cai-users-v0-fu_42497_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-users-v0-fu_42497_v10 status is now torndown due to DeploymentManager action