chaiml-cai-v1-dpo-base_34033

developer_uid: zonemercy
submission_id: chaiml-cai-v1-dpo-base_34033_v13
model_name: test
model_group: ChaiML/cai-v1-dpo_basev0
status: torndown
timestamp: 2025-11-08T20:31:26+00:00
num_battles: 6405
num_wins: 3535
celo_rating: 1342.03
family_friendly_score: 0.4616
family_friendly_standard_error: 0.00705018354371005
submission_type: basic
model_repo: ChaiML/cai-v1-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': 0.21486646079742402, 'latency_mean': 4.653932158946991, 'latency_p50': 4.894377589225769, 'latency_p90': 5.614682674407959}, {'batch_size': 2, 'throughput': 0.4598375301588155, 'latency_mean': 4.342324978113174, 'latency_p50': 4.353813648223877, 'latency_p90': 4.567839169502259}, {'batch_size': 3, 'throughput': 0.6056024957845112, 'latency_mean': 4.932944223880768, 'latency_p50': 4.906229257583618, 'latency_p90': 5.17240993976593}, {'batch_size': 4, 'throughput': 0.7144787863699078, 'latency_mean': 5.589337770938873, 'latency_p50': 5.588011145591736, 'latency_p90': 5.8497480869293215}, {'batch_size': 5, 'throughput': 0.7991287848870786, 'latency_mean': 6.213991131782532, 'latency_p50': 6.22418212890625, 'latency_p90': 6.7575607061386105}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v1-dpo_basev0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
us_pacific_date: 2025-11-05
win_ratio: 0.5519125683060109
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': ['You:', 'User:', '</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-dpo-base-34033-v13-mkmlizer
Waiting for job on chaiml-cai-v1-dpo-base-34033-v13-mkmlizer to finish
Failed to get response for submission chaiml-7b07-69d4-linear-w01_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-7b07-69d4-linear-w01_v7/predict', '{"detail":"Error 1 connecting to redis.6f88aa-kchai.coreweave.app:6379. Operation not permitted."}')
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║                                                                     ║
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chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║                                                                     ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║                                                                     ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║                                                                     ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ║                                                                     ║
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: Downloaded to shared memory in 48.918s
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: Checking if ChaiML/cai-v1-dpo_basev0-lr5e6b01-cosine already exists in ChaiML
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwm2gej2b, device:0
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-csfs-v3-3-dpo-lr_86358_v2: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-csfs-v3-3-dpo-lr_86358_v2/predict', '{"detail":"Error 1 connecting to redis.6f88aa-kchai.coreweave.app:6379. Operation not permitted."}')
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: quantized model in 286.289s
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: Processed model ChaiML/cai-v1-dpo_basev0-lr5e6b01-cosine in 335.208s
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/config.json
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/special_tokens_map.json
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/tokenizer_config.json
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/tokenizer.json
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/flywheel_model.1.safetensors
chaiml-cai-v1-dpo-base-34033-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-dpo-base-34033-v13/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-v1-dpo-base-34033-v13-mkmlizer completed after 431.83s with status: succeeded
Stopping job with name chaiml-cai-v1-dpo-base-34033-v13-mkmlizer
Pipeline stage MKMLizer completed in 432.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v1-dpo-base-34033-v13
Waiting for inference service chaiml-cai-v1-dpo-base-34033-v13 to be ready
Inference service chaiml-cai-v1-dpo-base-34033-v13 ready after 151.2758915424347s
Pipeline stage MKMLDeployer completed in 152.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.4246819019317627s
Received healthy response to inference request in 3.245619773864746s
Received healthy response to inference request in 3.3423550128936768s
Received healthy response to inference request in 3.0726938247680664s
Received healthy response to inference request in 3.169076681137085s
5 requests
0 failed requests
5th percentile: 3.0919703960418703
10th percentile: 3.1112469673156737
20th percentile: 3.149800109863281
30th percentile: 3.184385299682617
40th percentile: 3.2150025367736816
50th percentile: 3.245619773864746
60th percentile: 3.2843138694763185
70th percentile: 3.3230079650878905
80th percentile: 3.358820390701294
90th percentile: 3.3917511463165284
95th percentile: 3.4082165241241453
99th percentile: 3.4213888263702392
mean time: 3.2508854389190676
Pipeline stage StressChecker completed in 17.83s
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 0.77s
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 0.70s
Shutdown handler de-registered
chaiml-cai-v1-dpo-base_34033_v13 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 0.12s
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-dpo-base-34033-v13-profiler
Waiting for inference service chaiml-cai-v1-dpo-base-34033-v13-profiler to be ready
Inference service chaiml-cai-v1-dpo-base-34033-v13-profiler ready after 151.5027675628662s
Pipeline stage MKMLProfilerDeployer completed in 152.30s
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-dpo-ba65955c8400c8b1a5afd0b04ccb4d1c3e-deplohhlxf:/code/chaiverse_profiler_1762370192 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-v1-dpo-ba65955c8400c8b1a5afd0b04ccb4d1c3e-deplohhlxf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762370192 && 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_1762370192/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-dpo-ba65955c8400c8b1a5afd0b04ccb4d1c3e-deplohhlxf:/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-dpo-ba65955c8400c8b1a5afd0b04ccb4d1c3e-deplohhlxf --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-dpo-ba65955c8400c8b1a5afd0b04ccb4d1c3e-deplohhlxf --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1762371338/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3380.97s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-cai-v1-dpo-base-34033-v13-profiler is running
Tearing down inference service chaiml-cai-v1-dpo-base-34033-v13-profiler
Service chaiml-cai-v1-dpo-base-34033-v13-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.77s
Shutdown handler de-registered
chaiml-cai-v1-dpo-base_34033_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-v1-dpo-base_34033_v13 status is now torndown due to DeploymentManager action