developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-qcld_50792_v2
model_name: test
model_group: ChaiML/ir-v3-4-dpo_qcld-
status: torndown
timestamp: 2025-11-17T21:26:20+00:00
num_battles: 5861
num_wins: 3002
celo_rating: 1294.86
family_friendly_score: 0.5126
family_friendly_standard_error: 0.007068822249851809
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_qcld-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': 0.4585251738295831, 'latency_mean': 2.1808109283447266, 'latency_p50': 2.1916816234588623, 'latency_p90': 2.3703471660614013}, {'batch_size': 2, 'throughput': 0.6695319861665466, 'latency_mean': 2.983788675069809, 'latency_p50': 3.004334568977356, 'latency_p90': 3.2325815916061402}, {'batch_size': 3, 'throughput': 0.796688825132422, 'latency_mean': 3.752680377960205, 'latency_p50': 3.762569546699524, 'latency_p90': 4.139497065544128}, {'batch_size': 4, 'throughput': 0.8886767632353111, 'latency_mean': 4.482947089672089, 'latency_p50': 4.511242389678955, 'latency_p90': 5.038362956047058}, {'batch_size': 5, 'throughput': 0.9459910630013716, 'latency_mean': 5.259488933086395, 'latency_p50': 5.303553819656372, 'latency_p90': 6.068181037902832}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_qcld-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.79
us_pacific_date: 2025-11-14
win_ratio: 0.5121992833987374
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>', 'You:', '\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-v3-4-dpo-qcld-50792-v2-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer to finish
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: Downloaded to shared memory in 56.387s
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_qcld-cosine already exists in ChaiML
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3vbpccg9, device:0
chaiml-ir-v3-4-dpo-qcld-50792-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', '')
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-qcld-50792-v2-mkmlizer: quantized model in 284.266s
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_qcld-cosine in 340.653s
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/config.json
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer completed after 410.32s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-qcld-50792-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.97s
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-v3-4-dpo-qcld-50792-v2
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-50792-v2 to be ready
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', '')
Inference service chaiml-ir-v3-4-dpo-qcld-50792-v2 ready after 160.87732124328613s
Pipeline stage MKMLDeployer completed in 161.50s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.363349676132202s
Received healthy response to inference request in 1.9281599521636963s
Received healthy response to inference request in 2.074808120727539s
Received healthy response to inference request in 1.9775071144104004s
Received healthy response to inference request in 1.9535703659057617s
5 requests
0 failed requests
5th percentile: 1.9332420349121093
10th percentile: 1.9383241176605224
20th percentile: 1.9484882831573487
30th percentile: 1.9583577156066894
40th percentile: 1.9679324150085449
50th percentile: 1.9775071144104004
60th percentile: 2.016427516937256
70th percentile: 2.0553479194641113
80th percentile: 2.132516431808472
90th percentile: 2.247933053970337
95th percentile: 2.3056413650512693
99th percentile: 2.3518080139160156
mean time: 2.0594790458679197
Pipeline stage StressChecker completed in 11.78s
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 0.67s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_50792_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-4-dpo-qcld-50792-v2-profiler
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-50792-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 2990.36s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_50792_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-qcld_50792_v2 status is now torndown due to DeploymentManager action