chaiml-cai-v1-1-dpo-ba_42726

developer_uid: zonemercy
submission_id: chaiml-cai-v1-1-dpo-ba_42726_v11
model_name: test
model_group: ChaiML/cai-v1-1-dpo_base
status: torndown
timestamp: 2025-11-08T20:31:24+00:00
num_battles: 6220
num_wins: 3480
celo_rating: 1353.92
family_friendly_score: 0.4648
family_friendly_standard_error: 0.007053523374881521
submission_type: basic
model_repo: ChaiML/cai-v1-1-dpo_basev0-lr5e6b01
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': 0.21169379125687204, 'latency_mean': 4.723703022003174, 'latency_p50': 4.948740601539612, 'latency_p90': 5.706907916069031}, {'batch_size': 2, 'throughput': 0.4587369320328521, 'latency_mean': 4.346350628137588, 'latency_p50': 4.336097955703735, 'latency_p90': 4.562938618659973}, {'batch_size': 3, 'throughput': 0.6025526011933445, 'latency_mean': 4.9503691709041595, 'latency_p50': 4.956496357917786, 'latency_p90': 5.2017276048660275}, {'batch_size': 4, 'throughput': 0.7149227646712442, 'latency_mean': 5.580857797861099, 'latency_p50': 5.586879253387451, 'latency_p90': 6.061563301086426}, {'batch_size': 5, 'throughput': 0.8009438024188043, 'latency_mean': 6.226052961349487, 'latency_p50': 6.186914563179016, 'latency_p90': 6.918701910972596}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v1-1-dpo_basev0-lr5e6b01
model_size: 24B
ranking_group: single
us_pacific_date: 2025-11-05
win_ratio: 0.5594855305466238
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-v1-1-dpo-ba-42726-v11-mkmlizer
Waiting for job on chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer to finish
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║                                                                     ║
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chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║                                                                     ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║                                                                     ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║                                                                     ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ║                                                                     ║
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: Downloaded to shared memory in 51.832s
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: Checking if ChaiML/cai-v1-1-dpo_basev0-lr5e6b01 already exists in ChaiML
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp617p_6nq, device:0
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-2a6f-69d4-linear-w01_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-2a6f-69d4-linear-w01_v7/predict', '{"detail":"Error 1 connecting to redis.6f88aa-kchai.coreweave.app:6379. Operation not permitted."}')
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: quantized model in 285.544s
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: Processed model ChaiML/cai-v1-1-dpo_basev0-lr5e6b01 in 337.376s
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/config.json
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/special_tokens_map.json
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/tokenizer_config.json
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/tokenizer.json
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/flywheel_model.1.safetensors
chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v1-1-dpo-ba-42726-v11/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer completed after 409.84s with status: succeeded
Stopping job with name chaiml-cai-v1-1-dpo-ba-42726-v11-mkmlizer
Pipeline stage MKMLizer completed in 410.42s
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-v1-1-dpo-ba-42726-v11
Waiting for inference service chaiml-cai-v1-1-dpo-ba-42726-v11 to be ready
Inference service chaiml-cai-v1-1-dpo-ba-42726-v11 ready after 151.1687250137329s
Pipeline stage MKMLDeployer completed in 151.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.4191157817840576s
Received healthy response to inference request in 3.161095142364502s
Received healthy response to inference request in 3.7502987384796143s
Received healthy response to inference request in 3.2283592224121094s
Received healthy response to inference request in 3.0852158069610596s
5 requests
0 failed requests
5th percentile: 3.100391674041748
10th percentile: 3.1155675411224366
20th percentile: 3.1459192752838137
30th percentile: 3.1745479583740233
40th percentile: 3.2014535903930663
50th percentile: 3.2283592224121094
60th percentile: 3.3046618461608888
70th percentile: 3.380964469909668
80th percentile: 3.485352373123169
90th percentile: 3.6178255558013914
95th percentile: 3.684062147140503
99th percentile: 3.737051420211792
mean time: 3.3288169384002684
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 0.80s
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-v1-1-dpo-ba_42726_v11 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
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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler
Waiting for inference service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler to be ready
Inference service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler ready after 151.1292085647583s
Pipeline stage MKMLProfilerDeployer completed in 151.78s
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-v1-1-dpo-f00461466d98f420fa18fb283bcf3d76-deplo4k6j5:/code/chaiverse_profiler_1762370228 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-cai-v1-1-dpo-f00461466d98f420fa18fb283bcf3d76-deplo4k6j5 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1762370228 && 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_1762370228/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-v1-1-dpo-f00461466d98f420fa18fb283bcf3d76-deplo4k6j5:/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-v1-1-dpo-f00461466d98f420fa18fb283bcf3d76-deplo4k6j5 --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-v1-1-dpo-f00461466d98f420fa18fb283bcf3d76-deplo4k6j5 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1762371338/summary.json'
Pipeline stage MKMLProfilerRunner completed in 3361.18s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler is running
Tearing down inference service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler
Service chaiml-cai-v1-1-dpo-ba-42726-v11-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.40s
Shutdown handler de-registered
chaiml-cai-v1-1-dpo-ba_42726_v11 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-v1-1-dpo-ba_42726_v11 status is now torndown due to DeploymentManager action