developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_19566_v5
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-03T02:01:33+00:00
num_battles: 5856
num_wins: 2969
celo_rating: 1289.25
family_friendly_score: 0.46440000000000003
family_friendly_standard_error: 0.007053121861984237
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.46132128220852125, 'latency_mean': 2.1675830662250517, 'latency_p50': 2.1719560623168945, 'latency_p90': 2.3633172273635865}, {'batch_size': 2, 'throughput': 0.6718227842905107, 'latency_mean': 2.971522960662842, 'latency_p50': 2.988747715950012, 'latency_p90': 3.2084275484085083}, {'batch_size': 3, 'throughput': 0.8165009842338332, 'latency_mean': 3.6587079095840456, 'latency_p50': 3.657721996307373, 'latency_p90': 3.985084891319275}, {'batch_size': 4, 'throughput': 0.9152008932341725, 'latency_mean': 4.351457744836807, 'latency_p50': 4.333751201629639, 'latency_p90': 5.1203210830688475}, {'batch_size': 5, 'throughput': 0.9661089753047125, 'latency_mean': 5.150113644599915, 'latency_p50': 5.140788316726685, 'latency_p90': 5.844106698036193}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-30
win_ratio: 0.5070013661202186
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': ['</s>', 'You:', 'User:'], '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-irv1-19566-v5-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: Downloaded to shared memory in 40.461s
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6d1_zku9, device:0
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: quantized model in 281.792s
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine in 322.253s
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer completed after 399.47s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-19566-v5-mkmlizer
Pipeline stage MKMLizer completed in 400.29s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.73s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-19566-v5
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-19566-v5 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-19566-v5 ready after 130.86156749725342s
Pipeline stage MKMLDeployer completed in 131.67s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0935585498809814s
Received healthy response to inference request in 1.7606749534606934s
Received healthy response to inference request in 1.9406392574310303s
Received healthy response to inference request in 1.806316614151001s
Received healthy response to inference request in 1.9505023956298828s
5 requests
0 failed requests
5th percentile: 1.7698032855987549
10th percentile: 1.7789316177368164
20th percentile: 1.7971882820129395
30th percentile: 1.8331811428070068
40th percentile: 1.8869102001190186
50th percentile: 1.9406392574310303
60th percentile: 1.9445845127105712
70th percentile: 1.9485297679901123
80th percentile: 1.9791136264801026
90th percentile: 2.036336088180542
95th percentile: 2.064947319030762
99th percentile: 2.0878363037109375
mean time: 1.9103383541107177
Pipeline stage StressChecker completed in 10.96s
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 0.70s
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-v4-1-dpo-irv1_19566_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 2949.31s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv1_19566_v5 status is now torndown due to DeploymentManager action