chaiml-ir-v4-2-dpo-irv1_72214

developer_uid: zonemercy
submission_id: chaiml-ir-v4-2-dpo-irv1_72214_v2
model_name: test
model_group: ChaiML/ir-v4-2-dpo_irv13
status: torndown
timestamp: 2025-11-06T05:21:12+00:00
num_battles: 6655
num_wins: 3491
celo_rating: 1309.63
family_friendly_score: 0.48919999999999997
family_friendly_standard_error: 0.007069418080719233
submission_type: basic
model_repo: ChaiML/ir-v4-2-dpo_irv13-lr5e6b01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46799528981594934, 'latency_mean': 2.1366466522216796, 'latency_p50': 2.1421364545822144, 'latency_p90': 2.3585480451583862}, {'batch_size': 3, 'throughput': 0.8308725157835815, 'latency_mean': 3.6002624118328095, 'latency_p50': 3.600626587867737, 'latency_p90': 3.9264189481735228}, {'batch_size': 5, 'throughput': 1.0030366695166124, 'latency_mean': 4.967626131772995, 'latency_p50': 4.984277963638306, 'latency_p90': 5.547190070152283}, {'batch_size': 6, 'throughput': 1.0529653465927795, 'latency_mean': 5.654205918312073, 'latency_p50': 5.686020255088806, 'latency_p90': 6.603023362159728}, {'batch_size': 10, 'throughput': 1.1465389570606876, 'latency_mean': 8.67245951294899, 'latency_p50': 8.674764394760132, 'latency_p90': 9.798892831802368}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-2-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-11-02
win_ratio: 0.5245679939894816
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': ['\n', '</s>', 'You:', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-v4-2-dpo-irv1-72214-v2-mkmlizer
Waiting for job on chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer to finish
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: Downloaded to shared memory in 61.131s
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: Checking if ChaiML/ir-v4-2-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxv0irtda, device:0
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-prm-v0-2-pair-ll_85939_v1: HTTPConnectionPool(host='chaiml-prm-v0-2-pair-ll-85939-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: quantized model in 287.859s
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: Processed model ChaiML/ir-v4-2-dpo_irv13-lr5e6b01 in 348.991s
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia/config.json
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia/special_tokens_map.json
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv1-72214-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer completed after 439.14s with status: succeeded
Stopping job with name chaiml-ir-v4-2-dpo-irv1-72214-v2-mkmlizer
Pipeline stage MKMLizer completed in 440.34s
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-v4-2-dpo-irv1-72214-v2
Waiting for inference service chaiml-ir-v4-2-dpo-irv1-72214-v2 to be ready
Inference service chaiml-ir-v4-2-dpo-irv1-72214-v2 ready after 130.79367685317993s
Pipeline stage MKMLDeployer completed in 131.36s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.652989387512207s
Received healthy response to inference request in 2.1746110916137695s
Received healthy response to inference request in 2.214740037918091s
Received healthy response to inference request in 1.7414333820343018s
Received healthy response to inference request in 1.9837439060211182s
5 requests
0 failed requests
5th percentile: 1.789895486831665
10th percentile: 1.8383575916290282
20th percentile: 1.935281801223755
30th percentile: 2.0219173431396484
40th percentile: 2.098264217376709
50th percentile: 2.1746110916137695
60th percentile: 2.190662670135498
70th percentile: 2.2067142486572267
80th percentile: 2.3023899078369143
90th percentile: 2.4776896476745605
95th percentile: 2.5653395175933835
99th percentile: 2.635459413528442
mean time: 2.1535035610198974
Pipeline stage StressChecker completed in 12.43s
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 0.88s
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 0.74s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv1_72214_v2 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 0.14s
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-v4-2-dpo-irv1-72214-v2-profiler
Waiting for inference service chaiml-ir-v4-2-dpo-irv1-72214-v2-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3047.22s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv1_72214_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-2-dpo-irv1_72214_v2 status is now torndown due to DeploymentManager action