developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v9
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-04T17:16:23+00:00
num_battles: 7669
num_wins: 3920
celo_rating: 1300.7
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-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': 0.4600884716060932, 'latency_mean': 2.173394466638565, 'latency_p50': 2.1926757097244263, 'latency_p90': 2.3653077363967894}, {'batch_size': 2, 'throughput': 0.6765636627015441, 'latency_mean': 2.9554051315784453, 'latency_p50': 2.9672141075134277, 'latency_p90': 3.200123977661133}, {'batch_size': 3, 'throughput': 0.8153081963900801, 'latency_mean': 3.67309360742569, 'latency_p50': 3.6723698377609253, 'latency_p90': 3.940383291244507}, {'batch_size': 4, 'throughput': 0.9069487934740972, 'latency_mean': 4.398955520391464, 'latency_p50': 4.427534103393555, 'latency_p90': 4.946313643455506}, {'batch_size': 5, 'throughput': 0.9718891261609721, 'latency_mean': 5.1243181681633, 'latency_p50': 5.122270464897156, 'latency_p90': 5.8921952724456785}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-01
win_ratio: 0.5111487808058417
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:', '</s>', '\n', '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-v4-1-dpo-irv0-48911-v9-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: Downloaded to shared memory in 45.030s
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcx4yxx01, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v9-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-irv0-48911-v9-mkmlizer: quantized model in 286.831s
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 331.862s
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/tokenizer.json
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-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/flywheel_model.1.safetensors
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-irv0-48911-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v9/nvidia/flywheel_model.0.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer: 
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Job chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer completed after 429.65s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v9-mkmlizer
Pipeline stage MKMLizer completed in 430.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.29s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v9
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v9 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v9 ready after 130.6879584789276s
Pipeline stage MKMLDeployer completed in 131.30s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.707458257675171s
Received healthy response to inference request in 1.953293800354004s
Received healthy response to inference request in 1.7342796325683594s
Received healthy response to inference request in 2.1069040298461914s
Received healthy response to inference request in 1.9242141246795654s
5 requests
0 failed requests
5th percentile: 1.7722665309906005
10th percentile: 1.8102534294128418
20th percentile: 1.8862272262573243
30th percentile: 1.930030059814453
40th percentile: 1.9416619300842286
50th percentile: 1.953293800354004
60th percentile: 2.0147378921508787
70th percentile: 2.076181983947754
80th percentile: 2.2270148754119874
90th percentile: 2.467236566543579
95th percentile: 2.587347412109375
99th percentile: 2.683436088562012
mean time: 2.0852299690246583
Pipeline stage StressChecker completed in 12.29s
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 0.75s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v9 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v9-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v9-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5606.28s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v9 status is now torndown due to DeploymentManager action