developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v6
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-03T17:56:28+00:00
num_battles: 6535
num_wins: 3417
celo_rating: 1312.08
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.46661445328263257, 'latency_mean': 2.1429969096183776, 'latency_p50': 2.1478642225265503, 'latency_p90': 2.338191270828247}, {'batch_size': 2, 'throughput': 0.6787240273930413, 'latency_mean': 2.94320104598999, 'latency_p50': 2.952087640762329, 'latency_p90': 3.172165107727051}, {'batch_size': 3, 'throughput': 0.8316123964966935, 'latency_mean': 3.59909774184227, 'latency_p50': 3.58515202999115, 'latency_p90': 3.903845119476318}, {'batch_size': 4, 'throughput': 0.9318673003789285, 'latency_mean': 4.2869723248481755, 'latency_p50': 4.293991804122925, 'latency_p90': 4.835368251800537}, {'batch_size': 5, 'throughput': 0.9932055350818323, 'latency_mean': 5.009006662368774, 'latency_p50': 5.028050065040588, 'latency_p90': 5.693315696716309}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-31
win_ratio: 0.5228768171384851
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:', '\n', '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': '####\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-irv1-27949-v6-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: Downloaded to shared memory in 47.301s
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprxrvakvi, device:0
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v4-1-dpo-irv1-27949-v6-mkmlizer: quantized model in 290.777s
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 338.079s
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer completed after 400.48s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v6-mkmlizer
Pipeline stage MKMLizer completed in 401.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v6
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v6 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-27949-v6 ready after 120.72507452964783s
Pipeline stage MKMLDeployer completed in 121.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2556567192077637s
Received healthy response to inference request in 1.8178091049194336s
Received healthy response to inference request in 1.7198736667633057s
Received healthy response to inference request in 1.7473878860473633s
Received healthy response to inference request in 1.8565819263458252s
5 requests
0 failed requests
5th percentile: 1.725376510620117
10th percentile: 1.7308793544769288
20th percentile: 1.7418850421905518
30th percentile: 1.7614721298217773
40th percentile: 1.7896406173706054
50th percentile: 1.8178091049194336
60th percentile: 1.8333182334899902
70th percentile: 1.8488273620605469
80th percentile: 1.936396884918213
90th percentile: 2.096026802062988
95th percentile: 2.1758417606353757
99th percentile: 2.239693727493286
mean time: 1.8794618606567384
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 0.83s
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 0.81s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v6 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4911.12s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v6 status is now torndown due to DeploymentManager action