developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-irv13_v2
model_name: test
model_group: ChaiML/ir-v3-4-dpo_irv13
status: torndown
timestamp: 2025-11-17T21:26:19+00:00
num_battles: 6010
num_wins: 3021
celo_rating: 1286.0
family_friendly_score: 0.4324
family_friendly_standard_error: 0.007006143589736082
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv13
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': 0.45523146663478586, 'latency_mean': 2.1965680432319643, 'latency_p50': 2.2027348279953003, 'latency_p90': 2.415288710594177}, {'batch_size': 2, 'throughput': 0.6507570560399472, 'latency_mean': 3.0717715787887574, 'latency_p50': 3.06778085231781, 'latency_p90': 3.3265011310577393}, {'batch_size': 3, 'throughput': 0.7805904692743401, 'latency_mean': 3.825959199666977, 'latency_p50': 3.8346904516220093, 'latency_p90': 4.3203137636184685}, {'batch_size': 4, 'throughput': 0.8717594354125227, 'latency_mean': 4.579187660217285, 'latency_p50': 4.571678996086121, 'latency_p90': 4.9565088748931885}, {'batch_size': 5, 'throughput': 0.9270712349249007, 'latency_mean': 5.373410345315933, 'latency_p50': 5.373745083808899, 'latency_p90': 6.132240056991577}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_irv13
model_size: 24B
ranking_group: single
throughput_3p7s: 0.77
us_pacific_date: 2025-11-14
win_ratio: 0.5026622296173044
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>', 'You:', '\n', '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-v3-4-dpo-irv13-v2-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: Downloaded to shared memory in 68.786s
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv13 already exists in ChaiML
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx__7m49y, device:0
chaiml-ir-v3-4-dpo-irv13-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-v3-4-dpo-irv13-v2-mkmlizer: quantized model in 285.019s
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13 in 353.805s
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/config.json
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer completed after 451.74s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv13-v2-mkmlizer
Pipeline stage MKMLizer completed in 452.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.58s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv13-v2
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-v2 to be ready
Inference service chaiml-ir-v3-4-dpo-irv13-v2 ready after 161.08769130706787s
Pipeline stage MKMLDeployer completed in 161.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3447036743164062s
Received healthy response to inference request in 2.1409621238708496s
Received healthy response to inference request in 1.7425992488861084s
Received healthy response to inference request in 2.123244047164917s
Received healthy response to inference request in 1.9205446243286133s
5 requests
0 failed requests
5th percentile: 1.7781883239746095
10th percentile: 1.8137773990631103
20th percentile: 1.8849555492401122
30th percentile: 1.961084508895874
40th percentile: 2.0421642780303957
50th percentile: 2.123244047164917
60th percentile: 2.13033127784729
70th percentile: 2.137418508529663
80th percentile: 2.181710433959961
90th percentile: 2.2632070541381837
95th percentile: 2.3039553642272947
99th percentile: 2.336554012298584
mean time: 2.0544107437133787
Pipeline stage StressChecker completed in 12.98s
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 0.81s
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 0.70s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_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 2871.67s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-irv13_v2 status is now torndown due to DeploymentManager action