developer_uid: zonemercy
submission_id: chaiml-ir-v3-3-dpo-qcld-_9704_v2
model_name: test
model_group: ChaiML/ir-v3-3-dpo_qcld-
status: torndown
timestamp: 2025-11-18T01:01:27+00:00
num_battles: 5551
num_wins: 2871
celo_rating: 1297.96
family_friendly_score: 0.5178
family_friendly_standard_error: 0.007066585597019256
submission_type: basic
model_repo: ChaiML/ir-v3-3-dpo_qcld-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': 0.4602685558731078, 'latency_mean': 2.1725453794002534, 'latency_p50': 2.1760910749435425, 'latency_p90': 2.3810189008712768}, {'batch_size': 2, 'throughput': 0.659165033762201, 'latency_mean': 3.0336827564239504, 'latency_p50': 3.0412185192108154, 'latency_p90': 3.2846893310546874}, {'batch_size': 3, 'throughput': 0.787999420729014, 'latency_mean': 3.7895994639396666, 'latency_p50': 3.8012189865112305, 'latency_p90': 4.169081521034241}, {'batch_size': 4, 'throughput': 0.885872794429418, 'latency_mean': 4.493109411001205, 'latency_p50': 4.498472452163696, 'latency_p90': 5.093837881088256}, {'batch_size': 5, 'throughput': 0.9365618243759459, 'latency_mean': 5.327469379901886, 'latency_p50': 5.3505648374557495, 'latency_p90': 6.194141697883605}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-3-dpo_qcld-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-14
win_ratio: 0.5172041073680418
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', '</s>', 'User:'], '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-qcld-9704-v2-mkmlizer
Waiting for job on chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer to finish
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: Downloaded to shared memory in 51.879s
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_qcld-cosine already exists in ChaiML
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmph2jf_4y8, device:0
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: quantized model in 281.666s
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: Processed model ChaiML/ir-v3-3-dpo_qcld-cosine in 333.546s
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/config.json
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/tokenizer.json
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-9704-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer completed after 397.91s with status: succeeded
Stopping job with name chaiml-ir-v3-3-dpo-qcld-9704-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.79s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-3-dpo-qcld-9704-v2
Waiting for inference service chaiml-ir-v3-3-dpo-qcld-9704-v2 to be ready
Inference service chaiml-ir-v3-3-dpo-qcld-9704-v2 ready after 161.1498143672943s
Pipeline stage MKMLDeployer completed in 161.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3260624408721924s
Received healthy response to inference request in 2.081970691680908s
Received healthy response to inference request in 1.9540865421295166s
Received healthy response to inference request in 1.8961927890777588s
Received healthy response to inference request in 1.7231335639953613s
5 requests
0 failed requests
5th percentile: 1.7577454090118407
10th percentile: 1.7923572540283204
20th percentile: 1.8615809440612794
30th percentile: 1.9077715396881103
40th percentile: 1.9309290409088136
50th percentile: 1.9540865421295166
60th percentile: 2.0052402019500732
70th percentile: 2.05639386177063
80th percentile: 2.130789041519165
90th percentile: 2.2284257411956787
95th percentile: 2.2772440910339355
99th percentile: 2.316298770904541
mean time: 1.9962892055511474
Pipeline stage StressChecker completed in 11.42s
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 0.72s
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 1.03s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-qcld-_9704_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 2861.24s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-qcld-_9704_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-3-dpo-qcld-_9704_v2 status is now torndown due to DeploymentManager action