developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v5
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-03T02:01:34+00:00
num_battles: 6050
num_wins: 3048
celo_rating: 1293.93
family_friendly_score: 0.46040000000000003
family_friendly_standard_error: 0.007048855793673183
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
latencies: [{'batch_size': 1, 'throughput': 0.4646049008919147, 'latency_mean': 2.152257957458496, 'latency_p50': 2.145329236984253, 'latency_p90': 2.3443798542022707}, {'batch_size': 3, 'throughput': 0.8346994866750318, 'latency_mean': 3.590244244337082, 'latency_p50': 3.5847232341766357, 'latency_p90': 3.877796745300293}, {'batch_size': 5, 'throughput': 1.0002655913311065, 'latency_mean': 4.97260803937912, 'latency_p50': 4.9639434814453125, 'latency_p90': 5.731429219245911}, {'batch_size': 6, 'throughput': 1.0488362267562206, 'latency_mean': 5.70073201417923, 'latency_p50': 5.657653331756592, 'latency_p90': 6.46149525642395}, {'batch_size': 10, 'throughput': 1.1385009284651746, 'latency_mean': 8.73924235343933, 'latency_p50': 8.746327519416809, 'latency_p90': 9.92306740283966}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-30
win_ratio: 0.503801652892562
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:', '</s>', '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-v5-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: Downloaded to shared memory in 49.112s
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1gks7bxi, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: quantized model in 296.808s
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 345.921s
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer completed after 440.03s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v5-mkmlizer
Pipeline stage MKMLizer completed in 440.62s
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-v4-1-dpo-irv0-48911-v5
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v5 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v5 ready after 130.7681007385254s
Pipeline stage MKMLDeployer completed in 131.39s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2273974418640137s
Received healthy response to inference request in 1.7285058498382568s
Received healthy response to inference request in 2.0408926010131836s
Received healthy response to inference request in 1.672921895980835s
Received healthy response to inference request in 1.687169075012207s
5 requests
0 failed requests
5th percentile: 1.6757713317871095
10th percentile: 1.6786207675933837
20th percentile: 1.6843196392059325
30th percentile: 1.695436429977417
40th percentile: 1.711971139907837
50th percentile: 1.7285058498382568
60th percentile: 1.8534605503082275
70th percentile: 1.9784152507781982
80th percentile: 2.0781935691833495
90th percentile: 2.152795505523682
95th percentile: 2.1900964736938477
99th percentile: 2.2199372482299804
mean time: 1.8713773727416991
Pipeline stage StressChecker completed in 10.83s
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 0.90s
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 0.69s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v5 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 3021.63s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_48911_v5 status is now torndown due to DeploymentManager action