chaiml-ir-v3-1-dpo-irv1_56950

developer_uid: zonemercy
submission_id: chaiml-ir-v3-1-dpo-irv1_56950_v8
model_name: test
model_group: ChaiML/ir-v3-1-dpo_irv13
status: torndown
timestamp: 2025-11-04T06:41:12+00:00
num_battles: 5800
num_wins: 2989
celo_rating: 1298.34
family_friendly_score: 0.42379999999999995
family_friendly_standard_error: 0.006988469932681975
submission_type: basic
model_repo: ChaiML/ir-v3-1-dpo_irv13-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': 0.4636837843089406, 'latency_mean': 2.1565215504169464, 'latency_p50': 2.137328267097473, 'latency_p90': 2.370534324645996}, {'batch_size': 2, 'throughput': 0.6751445634030245, 'latency_mean': 2.952171874046326, 'latency_p50': 2.9525309801101685, 'latency_p90': 3.2021692991256714}, {'batch_size': 3, 'throughput': 0.8206419737337296, 'latency_mean': 3.6479934346675873, 'latency_p50': 3.620386242866516, 'latency_p90': 3.94453284740448}, {'batch_size': 4, 'throughput': 0.917866493444506, 'latency_mean': 4.343330903053284, 'latency_p50': 4.318882465362549, 'latency_p90': 4.975115275382995}, {'batch_size': 5, 'throughput': 0.9709945287787412, 'latency_mean': 5.128510849475861, 'latency_p50': 5.146965861320496, 'latency_p90': 5.907211828231811}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-31
win_ratio: 0.5153448275862069
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': ['You:', 'User:', '</s>', '\n'], '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-v3-1-dpo-irv1-56950-v8-mkmlizer
Waiting for job on chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer to finish
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-v3-1-dpo-irv1-56950-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: Downloaded to shared memory in 49.161s
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: Checking if ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkb9543m5, device:0
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: quantized model in 284.853s
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: Processed model ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 in 334.014s
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia/config.json
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia/special_tokens_map.json
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia/tokenizer_config.json
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/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-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer completed after 438.5s with status: succeeded
Stopping job with name chaiml-ir-v3-1-dpo-irv1-56950-v8-mkmlizer
Pipeline stage MKMLizer completed in 439.06s
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-v3-1-dpo-irv1-56950-v8
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v8 to be ready
Inference service chaiml-ir-v3-1-dpo-irv1-56950-v8 ready after 130.55544304847717s
Pipeline stage MKMLDeployer completed in 131.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1714491844177246s
Received healthy response to inference request in 1.6928060054779053s
Received healthy response to inference request in 1.9344937801361084s
Received healthy response to inference request in 1.8288004398345947s
Received healthy response to inference request in 1.7243146896362305s
5 requests
0 failed requests
5th percentile: 1.6991077423095704
10th percentile: 1.7054094791412353
20th percentile: 1.7180129528045653
30th percentile: 1.7452118396759033
40th percentile: 1.787006139755249
50th percentile: 1.8288004398345947
60th percentile: 1.8710777759552002
70th percentile: 1.9133551120758057
80th percentile: 1.9818848609924318
90th percentile: 2.0766670227050783
95th percentile: 2.1240581035614015
99th percentile: 2.16197096824646
mean time: 1.8703728199005127
Pipeline stage StressChecker completed in 10.76s
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 0.88s
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-v3-1-dpo-irv1_56950_v8 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-1-dpo-irv1-56950-v8-profiler
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v8-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 3140.64s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-1-dpo-irv1_56950_v8 status is now torndown due to DeploymentManager action