chaiml-ir-v3-4-dpo-irv13

developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-irv13_v3
model_name: test
model_group: ChaiML/ir-v3-4-dpo_irv13
status: torndown
timestamp: 2025-11-17T23:01:26+00:00
num_battles: 5791
num_wins: 2994
celo_rating: 1301.62
family_friendly_score: 0.4306
family_friendly_standard_error: 0.00700262293715719
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv13
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': 0.46091653845941544, 'latency_mean': 2.1694895815849304, 'latency_p50': 2.150870442390442, 'latency_p90': 2.381456232070923}, {'batch_size': 2, 'throughput': 0.6545746551362017, 'latency_mean': 3.0516830933094026, 'latency_p50': 3.0511555671691895, 'latency_p90': 3.26910605430603}, {'batch_size': 3, 'throughput': 0.7875051147627361, 'latency_mean': 3.7889685559272768, 'latency_p50': 3.8038941621780396, 'latency_p90': 4.066287302970886}, {'batch_size': 4, 'throughput': 0.8753173208780547, 'latency_mean': 4.556715766191482, 'latency_p50': 4.536497235298157, 'latency_p90': 5.289580607414245}, {'batch_size': 5, 'throughput': 0.9368294230808201, 'latency_mean': 5.321959047317505, 'latency_p50': 5.3307143449783325, 'latency_p90': 6.153315281867981}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_irv13
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-14
win_ratio: 0.5170091521326196
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', 'You:', 'User:', '</s>'], '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-v3-4-dpo-irv13-v3-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: Downloaded to shared memory in 48.703s
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv13 already exists in ChaiML
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptg6_0_3q, device:0
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: quantized model in 285.701s
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13 in 334.404s
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v3/nvidia
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v3/nvidia/config.json
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer completed after 410.04s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv13-v3-mkmlizer
Pipeline stage MKMLizer completed in 410.60s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.43s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv13-v3
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-v3 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-ir-v3-4-dpo-irv13-v3 ready after 160.9400908946991s
Pipeline stage MKMLDeployer completed in 162.10s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6513493061065674s
Received healthy response to inference request in 2.064077138900757s
Received healthy response to inference request in 1.8210968971252441s
Received healthy response to inference request in 2.082458734512329s
Received healthy response to inference request in 1.9954791069030762s
5 requests
0 failed requests
5th percentile: 1.8559733390808106
10th percentile: 1.890849781036377
20th percentile: 1.9606026649475097
30th percentile: 2.009198713302612
40th percentile: 2.0366379261016845
50th percentile: 2.064077138900757
60th percentile: 2.0714297771453856
70th percentile: 2.0787824153900147
80th percentile: 2.1962368488311768
90th percentile: 2.423793077468872
95th percentile: 2.5375711917877197
99th percentile: 2.628593683242798
mean time: 2.122892236709595
Pipeline stage StressChecker completed in 12.35s
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 0.68s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_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 0.11s
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-v3-4-dpo-irv13-v3-profiler
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2872.20s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-irv13_v3 status is now torndown due to DeploymentManager action