developer_uid: zonemercy
submission_id: chaiml-ir-v3-3-dpo-irv1_78559_v2
model_name: test
model_group: ChaiML/ir-v3-3-dpo_irv13
status: torndown
timestamp: 2025-11-18T01:01:27+00:00
num_battles: 5724
num_wins: 2992
celo_rating: 1308.16
family_friendly_score: 0.4404
family_friendly_standard_error: 0.0070206529610856
submission_type: basic
model_repo: ChaiML/ir-v3-3-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': 0.4548944360460528, 'latency_mean': 2.198191828727722, 'latency_p50': 2.200594186782837, 'latency_p90': 2.403667998313904}, {'batch_size': 2, 'throughput': 0.6503321898790092, 'latency_mean': 3.0748690295219423, 'latency_p50': 3.043292760848999, 'latency_p90': 3.319752502441406}, {'batch_size': 3, 'throughput': 0.7821108675193421, 'latency_mean': 3.827816107273102, 'latency_p50': 3.8156996965408325, 'latency_p90': 4.239880323410034}, {'batch_size': 4, 'throughput': 0.8684751917641472, 'latency_mean': 4.595645595788955, 'latency_p50': 4.613306403160095, 'latency_p90': 5.008302211761475}, {'batch_size': 5, 'throughput': 0.9192482485595801, 'latency_mean': 5.401243658065796, 'latency_p50': 5.421067118644714, 'latency_p90': 6.223058533668518}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-3-dpo_irv13-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.76
us_pacific_date: 2025-11-14
win_ratio: 0.522711390635919
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': ['You:', '</s>', 'User:', '\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-v3-3-dpo-irv1-78559-v2-mkmlizer
Waiting for job on chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer to finish
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: Downloaded to shared memory in 48.819s
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_irv13-cosine already exists in ChaiML
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqz_d6_p5, device:0
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: quantized model in 286.270s
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: Processed model ChaiML/ir-v3-3-dpo_irv13-cosine in 335.090s
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/config.json
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/tokenizer.json
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv1-78559-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer completed after 409.68s with status: succeeded
Stopping job with name chaiml-ir-v3-3-dpo-irv1-78559-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.21s
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-v3-3-dpo-irv1-78559-v2
Waiting for inference service chaiml-ir-v3-3-dpo-irv1-78559-v2 to be ready
Inference service chaiml-ir-v3-3-dpo-irv1-78559-v2 ready after 161.3443148136139s
Pipeline stage MKMLDeployer completed in 162.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3004653453826904s
Received healthy response to inference request in 1.8577589988708496s
Received healthy response to inference request in 1.838500738143921s
Received healthy response to inference request in 1.776221752166748s
Received healthy response to inference request in 1.935279369354248s
5 requests
0 failed requests
5th percentile: 1.7886775493621827
10th percentile: 1.8011333465576171
20th percentile: 1.8260449409484862
30th percentile: 1.8423523902893066
40th percentile: 1.8500556945800781
50th percentile: 1.8577589988708496
60th percentile: 1.888767147064209
70th percentile: 1.9197752952575684
80th percentile: 2.008316564559937
90th percentile: 2.1543909549713134
95th percentile: 2.2274281501770017
99th percentile: 2.2858579063415525
mean time: 1.9416452407836915
Pipeline stage StressChecker completed in 11.20s
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 1.25s
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 0.67s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv1_78559_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 2926.52s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv1_78559_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-3-dpo-irv1_78559_v2 status is now torndown due to DeploymentManager action