developer_uid: zonemercy
submission_id: chaiml-ir-v4-3-dpo-irv0_37406_v2
model_name: test
model_group: ChaiML/ir-v4-3-dpo_irv0-
status: torndown
timestamp: 2025-11-06T05:21:13+00:00
num_battles: 6329
num_wins: 3234
celo_rating: 1296.24
family_friendly_score: 0.4506
family_friendly_standard_error: 0.007036471274722863
submission_type: basic
model_repo: ChaiML/ir-v4-3-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': 0.4643016121384437, 'latency_mean': 2.153651657104492, 'latency_p50': 2.143685817718506, 'latency_p90': 2.355595517158508}, {'batch_size': 2, 'throughput': 0.6846668265249467, 'latency_mean': 2.911091994047165, 'latency_p50': 2.9039710760116577, 'latency_p90': 3.1937006950378417}, {'batch_size': 3, 'throughput': 0.823324215115825, 'latency_mean': 3.632289295196533, 'latency_p50': 3.635873556137085, 'latency_p90': 3.9550058126449583}, {'batch_size': 4, 'throughput': 0.9239057129467932, 'latency_mean': 4.315691406726837, 'latency_p50': 4.32187283039093, 'latency_p90': 4.768473529815673}, {'batch_size': 5, 'throughput': 0.9855607104965545, 'latency_mean': 5.051041206121445, 'latency_p50': 5.079313397407532, 'latency_p90': 5.8901081562042235}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-3-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-02
win_ratio: 0.5109811976615579
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:', '\n', '</s>', 'You:'], '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-v4-3-dpo-irv0-37406-v2-mkmlizer
Waiting for job on chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer to finish
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: Downloaded to shared memory in 49.718s
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: Checking if ChaiML/ir-v4-3-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi1dg22cp, device:0
chaiml-ir-v4-3-dpo-irv0-37406-v2-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-v4-3-dpo-irv0-37406-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/config.json
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/special_tokens_map.json
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/tokenizer.json
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv0-37406-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer completed after 379.24s with status: succeeded
Stopping job with name chaiml-ir-v4-3-dpo-irv0-37406-v2-mkmlizer
Pipeline stage MKMLizer completed in 380.02s
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-v4-3-dpo-irv0-37406-v2
Waiting for inference service chaiml-ir-v4-3-dpo-irv0-37406-v2 to be ready
Inference service chaiml-ir-v4-3-dpo-irv0-37406-v2 ready after 130.56294465065002s
Pipeline stage MKMLDeployer completed in 131.60s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.362128734588623s
Received healthy response to inference request in 1.7127723693847656s
Received healthy response to inference request in 2.2786877155303955s
Received healthy response to inference request in 2.298748254776001s
Received healthy response to inference request in 1.7238705158233643s
5 requests
0 failed requests
5th percentile: 1.7149919986724853
10th percentile: 1.717211627960205
20th percentile: 1.7216508865356446
30th percentile: 1.8348339557647706
40th percentile: 2.056760835647583
50th percentile: 2.2786877155303955
60th percentile: 2.2867119312286377
70th percentile: 2.29473614692688
80th percentile: 2.3114243507385255
90th percentile: 2.336776542663574
95th percentile: 2.3494526386260985
99th percentile: 2.359593515396118
mean time: 2.07524151802063
Pipeline stage StressChecker completed in 12.51s
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 0.71s
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 0.69s
Shutdown handler de-registered
chaiml-ir-v4-3-dpo-irv0_37406_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 2911.41s
Shutdown handler de-registered
chaiml-ir-v4-3-dpo-irv0_37406_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-3-dpo-irv0_37406_v2 status is now torndown due to DeploymentManager action