developer_uid: zonemercy
submission_id: chaiml-ir-v3-3-dpo-irv0_93712_v2
model_name: test
model_group: ChaiML/ir-v3-3-dpo_irv0f
status: torndown
timestamp: 2025-11-18T01:01:26+00:00
num_battles: 5716
num_wins: 2834
celo_rating: 1285.25
family_friendly_score: 0.4474
family_friendly_standard_error: 0.007031831055991035
submission_type: basic
model_repo: ChaiML/ir-v3-3-dpo_irv0fullpyg-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': 0.4574952271566622, 'latency_mean': 2.185694535970688, 'latency_p50': 2.1892746686935425, 'latency_p90': 2.3804659843444824}, {'batch_size': 2, 'throughput': 0.6561762437741528, 'latency_mean': 3.0399439787864684, 'latency_p50': 3.044948101043701, 'latency_p90': 3.3306681871414185}, {'batch_size': 3, 'throughput': 0.7940937663067389, 'latency_mean': 3.7726790750026704, 'latency_p50': 3.7692190408706665, 'latency_p90': 4.057684803009033}, {'batch_size': 4, 'throughput': 0.890377359090965, 'latency_mean': 4.474957858324051, 'latency_p50': 4.446436882019043, 'latency_p90': 5.0522785663604735}, {'batch_size': 5, 'throughput': 0.9340420561170676, 'latency_mean': 5.3190234553813935, 'latency_p50': 5.299277186393738, 'latency_p90': 6.184458827972412}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-3-dpo_irv0fullpyg-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-14
win_ratio: 0.49580125962211335
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': ['\n', 'You:', '</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-irv0-93712-v2-mkmlizer
Waiting for job on chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer to finish
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v3-3-dpo-irv0-93712-v2-mkmlizer: Downloaded to shared memory in 51.615s
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_irv0fullpyg-cosine already exists in ChaiML
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcof3ymc9, device:0
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: quantized model in 284.993s
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: Processed model ChaiML/ir-v3-3-dpo_irv0fullpyg-cosine in 336.608s
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/config.json
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/tokenizer.json
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/flywheel_model.0.safetensors
chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0-93712-v2/nvidia/flywheel_model.1.safetensors
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Job chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer completed after 409.04s with status: succeeded
Stopping job with name chaiml-ir-v3-3-dpo-irv0-93712-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.54s
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-irv0-93712-v2
Waiting for inference service chaiml-ir-v3-3-dpo-irv0-93712-v2 to be ready
Inference service chaiml-ir-v3-3-dpo-irv0-93712-v2 ready after 161.01837611198425s
Pipeline stage MKMLDeployer completed in 161.47s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3371593952178955s
Received healthy response to inference request in 1.8365857601165771s
Received healthy response to inference request in 1.7295377254486084s
Received healthy response to inference request in 1.700305700302124s
Received healthy response to inference request in 1.8132455348968506s
5 requests
0 failed requests
5th percentile: 1.7061521053314208
10th percentile: 1.7119985103607178
20th percentile: 1.7236913204193116
30th percentile: 1.7462792873382569
40th percentile: 1.7797624111175536
50th percentile: 1.8132455348968506
60th percentile: 1.8225816249847413
70th percentile: 1.8319177150726318
80th percentile: 1.936700487136841
90th percentile: 2.1369299411773683
95th percentile: 2.237044668197632
99th percentile: 2.3171364498138427
mean time: 1.8833668231964111
Pipeline stage StressChecker completed in 11.08s
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 0.65s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv0_93712_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-3-dpo-irv0-93712-v2-profiler
Waiting for inference service chaiml-ir-v3-3-dpo-irv0-93712-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 2822.47s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv0_93712_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-3-dpo-irv0_93712_v2 status is now torndown due to DeploymentManager action