chaiml-ir-v3-4-dpo-qcld

developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-qcld_v2
model_name: test
model_group: ChaiML/ir-v3-4-dpo_qcld
status: torndown
timestamp: 2025-11-17T21:26:20+00:00
num_battles: 5916
num_wins: 3087
celo_rating: 1299.37
family_friendly_score: 0.5116
family_friendly_standard_error: 0.007069164589963937
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_qcld
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': 0.437000024666207, 'latency_mean': 2.2882103860378264, 'latency_p50': 2.2674734592437744, 'latency_p90': 2.5385449886322022}, {'batch_size': 2, 'throughput': 0.6049153020015168, 'latency_mean': 3.305392346382141, 'latency_p50': 3.3186452388763428, 'latency_p90': 3.667988348007202}, {'batch_size': 3, 'throughput': 0.725110143923551, 'latency_mean': 4.125423337221146, 'latency_p50': 4.110294342041016, 'latency_p90': 4.638155770301819}, {'batch_size': 4, 'throughput': 0.8123445434804364, 'latency_mean': 4.903194146156311, 'latency_p50': 4.913202285766602, 'latency_p90': 5.734434008598328}, {'batch_size': 5, 'throughput': 0.8673074218524769, 'latency_mean': 5.7421497011184695, 'latency_p50': 5.720996379852295, 'latency_p90': 6.57514386177063}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_qcld
model_size: 24B
ranking_group: single
throughput_3p7s: 0.67
us_pacific_date: 2025-11-14
win_ratio: 0.5218052738336714
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>', 'User:', 'You:', '\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-v3-4-dpo-qcld-v2-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer to finish
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: Downloaded to shared memory in 53.520s
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_qcld already exists in ChaiML
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpibyihwcr, device:0
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: quantized model in 286.930s
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_qcld in 340.451s
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/config.json
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer completed after 390.16s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-qcld-v2-mkmlizer
Pipeline stage MKMLizer completed in 391.07s
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-v3-4-dpo-qcld-v2
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-v2 to be ready
Inference service chaiml-ir-v3-4-dpo-qcld-v2 ready after 161.18211579322815s
Pipeline stage MKMLDeployer completed in 161.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.712588310241699s
Received healthy response to inference request in 2.1192879676818848s
Received healthy response to inference request in 1.7169520854949951s
Received healthy response to inference request in 1.9484753608703613s
Received healthy response to inference request in 1.8525707721710205s
5 requests
0 failed requests
5th percentile: 1.7440758228302002
10th percentile: 1.7711995601654054
20th percentile: 1.8254470348358154
30th percentile: 1.8717516899108886
40th percentile: 1.910113525390625
50th percentile: 1.9484753608703613
60th percentile: 2.0168004035949707
70th percentile: 2.08512544631958
80th percentile: 2.2379480361938477
90th percentile: 2.4752681732177733
95th percentile: 2.5939282417297362
99th percentile: 2.688856296539307
mean time: 2.069974899291992
Pipeline stage StressChecker completed in 12.14s
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 0.69s
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 0.68s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-4-dpo-qcld-v2-profiler
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-v2-profiler to be ready
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 2971.52s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-qcld_v2 status is now torndown due to DeploymentManager action