developer_uid: zonemercy
submission_id: chaiml-ir-v4-dpo-irv0-l_29534_v8
model_name: test
model_group: ChaiML/ir-v4-dpo_irv0-lr
status: torndown
timestamp: 2025-11-04T05:41:16+00:00
num_battles: 6018
num_wins: 3180
celo_rating: 1313.34
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-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': 0.4673151627040201, 'latency_mean': 2.1397827649116516, 'latency_p50': 2.1265565156936646, 'latency_p90': 2.3514651536941527}, {'batch_size': 2, 'throughput': 0.6799507090270729, 'latency_mean': 2.9351088774204253, 'latency_p50': 2.9415475130081177, 'latency_p90': 3.1808812379837037}, {'batch_size': 3, 'throughput': 0.8222999592254848, 'latency_mean': 3.640261607170105, 'latency_p50': 3.633346676826477, 'latency_p90': 4.048424530029297}, {'batch_size': 4, 'throughput': 0.9300620524179041, 'latency_mean': 4.2913580787181855, 'latency_p50': 4.273741960525513, 'latency_p90': 4.907859683036804}, {'batch_size': 5, 'throughput': 0.9881516587370671, 'latency_mean': 5.047941906452179, 'latency_p50': 5.06961977481842, 'latency_p90': 5.777861094474792}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-31
win_ratio: 0.5284147557328016
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:', '\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-dpo-irv0-l-29534-v8-mkmlizer
Waiting for job on chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer to finish
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: Downloaded to shared memory in 45.779s
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: Checking if ChaiML/ir-v4-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdi40_zu2, device:0
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: quantized model in 284.535s
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: Processed model ChaiML/ir-v4-dpo_irv0-lr5e6b01 in 330.314s
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/config.json
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/special_tokens_map.json
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/tokenizer_config.json
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/tokenizer.json
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer completed after 419.33s with status: succeeded
Stopping job with name chaiml-ir-v4-dpo-irv0-l-29534-v8-mkmlizer
Pipeline stage MKMLizer completed in 419.87s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-dpo-irv0-l-29534-v8
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v8 to be ready
Inference service chaiml-ir-v4-dpo-irv0-l-29534-v8 ready after 131.00645422935486s
Pipeline stage MKMLDeployer completed in 131.62s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.19069504737854s
Received healthy response to inference request in 1.8669936656951904s
Received healthy response to inference request in 1.8640892505645752s
Received healthy response to inference request in 1.7199828624725342s
Received healthy response to inference request in 1.7597756385803223s
5 requests
0 failed requests
5th percentile: 1.7279414176940917
10th percentile: 1.7358999729156495
20th percentile: 1.7518170833587647
30th percentile: 1.7806383609771728
40th percentile: 1.822363805770874
50th percentile: 1.8640892505645752
60th percentile: 1.8652510166168212
70th percentile: 1.8664127826690673
80th percentile: 1.9317339420318604
90th percentile: 2.0612144947052
95th percentile: 2.12595477104187
99th percentile: 2.177746992111206
mean time: 1.8803072929382325
Pipeline stage StressChecker completed in 11.22s
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 0.74s
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 0.76s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v8 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5002.56s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v8 status is now torndown due to DeploymentManager action