developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v3
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-02T20:06:21+00:00
num_battles: 7410
num_wins: 3698
celo_rating: 1284.52
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
us_pacific_date: 2025-10-30
win_ratio: 0.499055330634278
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': ['</s>', 'User:', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-ir-v4-1-dpo-irv0-48911-v3-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: Downloaded to shared memory in 48.515s
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmps4k32zyk, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: quantized model in 284.778s
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 333.293s
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer completed after 400.99s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v3-mkmlizer
Pipeline stage MKMLizer completed in 401.96s
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-ir-v4-1-dpo-irv0-48911-v3
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v3 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v3 ready after 121.06907963752747s
Pipeline stage MKMLDeployer completed in 121.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4321038722991943s
Received healthy response to inference request in 1.7385094165802002s
Received healthy response to inference request in 1.94384765625s
Received healthy response to inference request in 1.8884599208831787s
Received healthy response to inference request in 1.7933952808380127s
5 requests
0 failed requests
5th percentile: 1.7494865894317626
10th percentile: 1.7604637622833252
20th percentile: 1.7824181079864503
30th percentile: 1.812408208847046
40th percentile: 1.8504340648651123
50th percentile: 1.8884599208831787
60th percentile: 1.9106150150299073
70th percentile: 1.9327701091766358
80th percentile: 2.041498899459839
90th percentile: 2.2368013858795166
95th percentile: 2.3344526290893555
99th percentile: 2.4125736236572264
mean time: 1.959263229370117
Pipeline stage StressChecker completed in 11.33s
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 0.83s
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-ir-v4-1-dpo-irv0_48911_v3 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Retrying (%r) after connection broken by '%r': %s
Retrying (%r) after connection broken by '%r': %s
%s, retrying in %s seconds...
%s, retrying in %s seconds...
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 1.02s
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-ir-v4-1-dpo-irv0-48911-v3-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler ready after 60.54375624656677s
Pipeline stage MKMLProfilerDeployer completed in 60.99s
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-ir-v4-1-dpo-i5c49351885dfa62d15f40bedc49648da-deplojwndh:/code/chaiverse_profiler_1761854602 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-ir-v4-1-dpo-i5c49351885dfa62d15f40bedc49648da-deplojwndh --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1761854602 && python profiles.py profile --best_of_n 8 --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 64 --summary /code/chaiverse_profiler_1761854602/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-ir-v4-1-dpo-i5c49351885dfa62d15f40bedc49648da-deplojwndh:/code/chaiverse_profiler_1761855228 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-ir-v4-1-dpo-i5c49351885dfa62d15f40bedc49648da-deplojwndh --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1761855228 && python profiles.py profile --best_of_n 8 --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 64 --summary /code/chaiverse_profiler_1761855228/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-ir-v4-1-dpo-i5c49351885dfa62d15f40bedc49648da-deplojwndh --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1761855228/summary.json'
Pipeline stage MKMLProfilerRunner completed in 2482.94s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler is running
Tearing down inference service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler
Service chaiml-ir-v4-1-dpo-irv0-48911-v3-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.80s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v3 status is now torndown due to DeploymentManager action