chaiml-cai-v1-2-dpo-ba_75789

developer_uid: zonemercy
submission_id: chaiml-cai-v1-2-dpo-ba_75789_v15
model_name: test
model_group: ChaiML/cai-v1-2-dpo_base
status: torndown
timestamp: 2025-11-08T20:31:25+00:00
num_battles: 6048
num_wins: 3378
celo_rating: 1349.16
family_friendly_score: 0.45720000000000005
family_friendly_standard_error: 0.007045114051596326
submission_type: basic
model_repo: ChaiML/cai-v1-2-dpo_basev0-lr5e6b01-cosine
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': 0.23790377177043467, 'latency_mean': 4.203264888525009, 'latency_p50': 3.8248183727264404, 'latency_p90': 5.017746090888977}, {'batch_size': 2, 'throughput': 0.4619799209110471, 'latency_mean': 4.3212207770347595, 'latency_p50': 4.313766360282898, 'latency_p90': 4.550143003463745}, {'batch_size': 3, 'throughput': 0.6028990461315499, 'latency_mean': 4.960938222408295, 'latency_p50': 4.964460492134094, 'latency_p90': 5.2101527690887455}, {'batch_size': 4, 'throughput': 0.7139068103843125, 'latency_mean': 5.588089570999146, 'latency_p50': 5.586256146430969, 'latency_p90': 6.13887779712677}, {'batch_size': 5, 'throughput': 0.806523040137926, 'latency_mean': 6.1814391207695, 'latency_p50': 6.165703773498535, 'latency_p90': 6.883001899719238}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v1-2-dpo_basev0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
us_pacific_date: 2025-11-05
win_ratio: 0.558531746031746
generation_params: {'temperature': 0.3, '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': 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-v1-2-dpo-ba-75789-v15-mkmlizer
Waiting for job on chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer to finish
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║                                                                     ║
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chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║                                                                     ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║                                                                     ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║                                                                     ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ║                                                                     ║
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: Downloaded to shared memory in 45.231s
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: Checking if ChaiML/cai-v1-2-dpo_basev0-lr5e6b01-cosine already exists in ChaiML
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzsphpfw5, device:0
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: quantized model in 285.649s
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: Processed model ChaiML/cai-v1-2-dpo_basev0-lr5e6b01-cosine in 330.880s
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/config.json
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/special_tokens_map.json
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/tokenizer_config.json
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/tokenizer.json
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/flywheel_model.1.safetensors
chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-2-dpo-ba-75789-v15/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer completed after 410.61s with status: succeeded
Stopping job with name chaiml-cai-v1-2-dpo-ba-75789-v15-mkmlizer
Pipeline stage MKMLizer completed in 411.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v1-2-dpo-ba-75789-v15
Waiting for inference service chaiml-cai-v1-2-dpo-ba-75789-v15 to be ready
Inference service chaiml-cai-v1-2-dpo-ba-75789-v15 ready after 151.0241117477417s
Pipeline stage MKMLDeployer completed in 151.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.510054588317871s
Received healthy response to inference request in 3.2367284297943115s
Received healthy response to inference request in 3.090959072113037s
Received healthy response to inference request in 3.163127899169922s
Received healthy response to inference request in 3.1916940212249756s
5 requests
0 failed requests
5th percentile: 3.105392837524414
10th percentile: 3.119826602935791
20th percentile: 3.148694133758545
30th percentile: 3.1688411235809326
40th percentile: 3.180267572402954
50th percentile: 3.1916940212249756
60th percentile: 3.20970778465271
70th percentile: 3.2277215480804444
80th percentile: 3.2913936614990233
90th percentile: 3.4007241249084474
95th percentile: 3.4553893566131593
99th percentile: 3.499121541976929
mean time: 3.2385128021240233
Pipeline stage StressChecker completed in 18.01s
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 0.71s
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 0.72s
Shutdown handler de-registered
chaiml-cai-v1-2-dpo-ba_75789_v15 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-v1-2-dpo-ba-75789-v15-profiler
Waiting for inference service chaiml-cai-v1-2-dpo-ba-75789-v15-profiler to be ready
Inference service chaiml-cai-v1-2-dpo-ba-75789-v15-profiler ready after 151.32614731788635s
Pipeline stage MKMLProfilerDeployer completed in 152.08s
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-v1-2-dpo-b01b61b1adc18a26a8af4728c75baaf3-deploz5ktv:/code/chaiverse_profiler_1762370310 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-v1-2-dpo-b01b61b1adc18a26a8af4728c75baaf3-deploz5ktv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762370310 && 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_1762370310/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-v1-2-dpo-b01b61b1adc18a26a8af4728c75baaf3-deploz5ktv:/code/chaiverse_profiler_1762371338 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-v1-2-dpo-b01b61b1adc18a26a8af4728c75baaf3-deploz5ktv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762371338 && 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_1762371338/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-v1-2-dpo-b01b61b1adc18a26a8af4728c75baaf3-deploz5ktv --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1762371338/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3169.34s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-cai-v1-2-dpo-ba-75789-v15-profiler is running
Tearing down inference service chaiml-cai-v1-2-dpo-ba-75789-v15-profiler
Service chaiml-cai-v1-2-dpo-ba-75789-v15-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.68s
Shutdown handler de-registered
chaiml-cai-v1-2-dpo-ba_75789_v15 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-v1-2-dpo-ba_75789_v15 status is now torndown due to DeploymentManager action