developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_40057_v9
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-04T18:21:15+00:00
num_battles: 7680
num_wins: 4043
celo_rating: 1306.38
family_friendly_score: 0.47119999999999995
family_friendly_standard_error: 0.007059328013345179
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-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': 0.4693930280994572, 'latency_mean': 2.130311121940613, 'latency_p50': 2.1311967372894287, 'latency_p90': 2.3347405672073362}, {'batch_size': 3, 'throughput': 0.8313056844506798, 'latency_mean': 3.5940393006801603, 'latency_p50': 3.6180620193481445, 'latency_p90': 4.080617141723632}, {'batch_size': 5, 'throughput': 1.0004835009674922, 'latency_mean': 4.982140046358109, 'latency_p50': 4.966304302215576, 'latency_p90': 5.695394349098206}, {'batch_size': 6, 'throughput': 1.0537479080104153, 'latency_mean': 5.666333186626434, 'latency_p50': 5.659172892570496, 'latency_p90': 6.499743866920471}, {'batch_size': 10, 'throughput': 1.1457249078958844, 'latency_mean': 8.674607235193253, 'latency_p50': 8.6358163356781, 'latency_p90': 10.10253872871399}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-11-01
win_ratio: 0.5264322916666667
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
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Connection pool is full, discarding connection: %s. Connection pool size: %s
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-irrm-v2-instruct_46294_v1: HTTPConnectionPool(host='chaiml-irrm-v2-instruct-46294-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: Downloaded to shared memory in 47.001s
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkey4xvje, device:0
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: quantized model in 285.532s
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 in 332.534s
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer completed after 408.97s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-40057-v9-mkmlizer
Pipeline stage MKMLizer completed in 409.51s
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-v4-1-dpo-irv0-40057-v9
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-40057-v9 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-40057-v9 ready after 160.8110272884369s
Pipeline stage MKMLDeployer completed in 161.46s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.163182497024536s
Received healthy response to inference request in 2.00299334526062s
Received healthy response to inference request in 1.7120556831359863s
Received healthy response to inference request in 2.762267589569092s
Received healthy response to inference request in 2.0441431999206543s
5 requests
0 failed requests
5th percentile: 1.7702432155609131
10th percentile: 1.82843074798584
20th percentile: 1.9448058128356933
30th percentile: 2.011223316192627
40th percentile: 2.0276832580566406
50th percentile: 2.0441431999206543
60th percentile: 2.091758918762207
70th percentile: 2.1393746376037597
80th percentile: 2.2829995155334473
90th percentile: 2.5226335525512695
95th percentile: 2.6424505710601807
99th percentile: 2.7383041858673094
mean time: 2.1369284629821776
Pipeline stage StressChecker completed in 12.22s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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', '')
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 13.09s
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 1.04s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v9 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 3072.42s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_40057_v9 status is now torndown due to DeploymentManager action