chaiml-ir-v3-4-dpo-irv1_64735

developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-irv1_64735_v2
model_name: test
model_group: ChaiML/ir-v3-4-dpo_irv13
status: torndown
timestamp: 2025-11-17T21:26:19+00:00
num_battles: 5974
num_wins: 3102
celo_rating: 1291.83
family_friendly_score: 0.43700000000000006
family_friendly_standard_error: 0.007014713108887633
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv13-cosine
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': 0.46165777680211484, 'latency_mean': 2.165984823703766, 'latency_p50': 2.164405345916748, 'latency_p90': 2.351673221588135}, {'batch_size': 2, 'throughput': 0.6648363983078918, 'latency_mean': 3.0024358570575713, 'latency_p50': 2.99396014213562, 'latency_p90': 3.243690848350525}, {'batch_size': 3, 'throughput': 0.7950571034439294, 'latency_mean': 3.7653553640842437, 'latency_p50': 3.760770797729492, 'latency_p90': 4.07610011100769}, {'batch_size': 4, 'throughput': 0.8879308464628346, 'latency_mean': 4.495425148010254, 'latency_p50': 4.504070401191711, 'latency_p90': 5.2176231145858765}, {'batch_size': 5, 'throughput': 0.9460310495290889, 'latency_mean': 5.264101092815399, 'latency_p50': 5.2560893297195435, 'latency_p90': 6.080774974822998}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_irv13-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.79
us_pacific_date: 2025-11-14
win_ratio: 0.5192500836960161
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': ['User:', 'You:', '</s>', '\n'], '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-irv1-64735-v2-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: Downloaded to shared memory in 55.305s
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv13-cosine already exists in ChaiML
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkgwmt0cs, device:0
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: quantized model in 285.960s
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13-cosine in 341.266s
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia/config.json
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v2/nvidia/flywheel_model.1.safetensors
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Job chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer completed after 419.88s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv1-64735-v2-mkmlizer
Pipeline stage MKMLizer completed in 420.51s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv1-64735-v2
Waiting for inference service chaiml-ir-v3-4-dpo-irv1-64735-v2 to be ready
Inference service chaiml-ir-v3-4-dpo-irv1-64735-v2 ready after 160.8410575389862s
Pipeline stage MKMLDeployer completed in 161.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.86972713470459s
Received healthy response to inference request in 2.30757999420166s
Received healthy response to inference request in 2.004937171936035s
Received healthy response to inference request in 2.2387502193450928s
Received healthy response to inference request in 1.7148723602294922s
5 requests
0 failed requests
5th percentile: 1.7728853225708008
10th percentile: 1.8308982849121094
20th percentile: 1.9469242095947266
30th percentile: 2.0516997814178466
40th percentile: 2.14522500038147
50th percentile: 2.2387502193450928
60th percentile: 2.2662821292877195
70th percentile: 2.2938140392303468
80th percentile: 2.4200094223022464
90th percentile: 2.644868278503418
95th percentile: 2.7572977066040036
99th percentile: 2.8472412490844725
mean time: 2.227173376083374
Pipeline stage StressChecker completed in 13.18s
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 0.76s
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 3.67s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv1_64735_v2 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3007.91s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv1_64735_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-irv1_64735_v2 status is now torndown due to DeploymentManager action