chaiml-cai-users-v0-fu_42497

developer_uid: zonemercy
submission_id: chaiml-cai-users-v0-fu_42497_v52
model_name: chaiml-cai-users-v0-fu_42497_v52
model_group: ChaiML/cai-users-v0-full
status: torndown
timestamp: 2025-10-31T03:36:35+00:00
num_battles: 6791
num_wins: 3828
celo_rating: 1312.97
family_friendly_score: 0.504
family_friendly_standard_error: 0.007070841534074993
submission_type: basic
model_repo: ChaiML/cai-users-v0-full-sft-24b
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 1
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.2567674567555841, 'latency_mean': 3.894478543996811, 'latency_p50': 3.630676031112671, 'latency_p90': 4.90432493686676}, {'batch_size': 2, 'throughput': 0.46686138658892806, 'latency_mean': 4.279020853042603, 'latency_p50': 4.269591689109802, 'latency_p90': 4.508750963211059}, {'batch_size': 3, 'throughput': 0.6162998432720856, 'latency_mean': 4.864680135250092, 'latency_p50': 4.857740163803101, 'latency_p90': 5.140935277938842}, {'batch_size': 4, 'throughput': 0.7259150375921449, 'latency_mean': 5.476457123756409, 'latency_p50': 5.50068473815918, 'latency_p90': 5.763671660423278}, {'batch_size': 5, 'throughput': 0.8231068364082482, 'latency_mean': 6.047160539627075, 'latency_p50': 6.024523615837097, 'latency_p90': 6.598706030845642}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-cai-users-v0-fu_42497_v52
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: 2025-10-27
win_ratio: 0.5636872331026358
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 1, '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-v52-mkmlizer
Waiting for job on chaiml-cai-users-v0-fu-42497-v52-mkmlizer to finish
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║                                                                     ║
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chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ║                                                                     ║
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: Downloaded to shared memory in 47.610s
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: Checking if ChaiML/cai-users-v0-full-sft-24b already exists in ChaiML
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5e7m5z_k, device:0
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: quantized model in 286.500s
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: Processed model ChaiML/cai-users-v0-full-sft-24b in 334.110s
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/special_tokens_map.json
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/config.json
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/tokenizer_config.json
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/tokenizer.json
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/flywheel_model.1.safetensors
chaiml-cai-users-v0-fu-42497-v52-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-users-v0-fu-42497-v52/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-users-v0-fu-42497-v52-mkmlizer completed after 407.3s with status: succeeded
Stopping job with name chaiml-cai-users-v0-fu-42497-v52-mkmlizer
Pipeline stage MKMLizer completed in 408.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.55s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-users-v0-fu-42497-v52
Waiting for inference service chaiml-cai-users-v0-fu-42497-v52 to be ready
Inference service chaiml-cai-users-v0-fu-42497-v52 ready after 90.2436535358429s
Pipeline stage MKMLDeployer completed in 90.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.5971500873565674s
Received healthy response to inference request in 3.2542953491210938s
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', '')
Received healthy response to inference request in 1.9090466499328613s
Received healthy response to inference request in 3.770392656326294s
Received healthy response to inference request in 3.2535152435302734s
5 requests
0 failed requests
5th percentile: 2.1779403686523438
10th percentile: 2.446834087371826
20th percentile: 2.984621524810791
30th percentile: 3.2536712646484376
40th percentile: 3.2539833068847654
50th percentile: 3.2542953491210938
60th percentile: 3.3914372444152834
70th percentile: 3.5285791397094726
80th percentile: 3.631798601150513
90th percentile: 3.701095628738403
95th percentile: 3.7357441425323485
99th percentile: 3.763462953567505
mean time: 3.156879997253418
Pipeline stage StressChecker completed in 18.07s
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 1.04s
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_v52 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-users-v0-fu-42497-v52-profiler
Waiting for inference service chaiml-cai-users-v0-fu-42497-v52-profiler to be ready
Inference service chaiml-cai-users-v0-fu-42497-v52-profiler ready after 90.6609377861023s
Pipeline stage MKMLProfilerDeployer completed in 91.25s
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-a13f10c4c6066e7f0a39408a0c300f51-deplot6svl:/code/chaiverse_profiler_1761551635 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-a13f10c4c6066e7f0a39408a0c300f51-deplot6svl --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1761551635 && python profiles.py profile --best_of_n 1 --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_1761551635/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-a13f10c4c6066e7f0a39408a0c300f51-deplot6svl:/code/chaiverse_profiler_1761552797 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-a13f10c4c6066e7f0a39408a0c300f51-deplot6svl --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1761552797 && python profiles.py profile --best_of_n 1 --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_1761552797/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-users-v0-a13f10c4c6066e7f0a39408a0c300f51-deplot6svl --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1761552797/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3219.31s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-cai-users-v0-fu-42497-v52-profiler is running
Tearing down inference service chaiml-cai-users-v0-fu-42497-v52-profiler
Service chaiml-cai-users-v0-fu-42497-v52-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.58s
Shutdown handler de-registered
chaiml-cai-users-v0-fu_42497_v52 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-users-v0-fu_42497_v52 status is now torndown due to DeploymentManager action