developer_uid: zonemercy
submission_id: chaiml-icld-v2-dpo_v2
model_name: test
model_group: ChaiML/icld-v2-dpo
status: inactive
timestamp: 2025-11-23T18:56:58+00:00
num_battles: 8183
num_wins: 4821
celo_rating: 1309.49
family_friendly_score: 0.5349999999999999
family_friendly_standard_error: 0.007053722421530351
submission_type: basic
model_repo: ChaiML/icld-v2-dpo
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': 0.4549081313102354, 'latency_mean': 2.198117880821228, 'latency_p50': 2.2096059322357178, 'latency_p90': 2.3849681854248046}, {'batch_size': 2, 'throughput': 0.6619028366273267, 'latency_mean': 3.0129604470729827, 'latency_p50': 2.999821901321411, 'latency_p90': 3.2810230970382688}, {'batch_size': 3, 'throughput': 0.7854204413052341, 'latency_mean': 3.8124082577228546, 'latency_p50': 3.8120453357696533, 'latency_p90': 4.337480354309082}, {'batch_size': 4, 'throughput': 0.8781169626141814, 'latency_mean': 4.523961119651794, 'latency_p50': 4.520235896110535, 'latency_p90': 5.283898425102234}, {'batch_size': 5, 'throughput': 0.9337373518369299, 'latency_mean': 5.327096714973449, 'latency_p50': 5.334029674530029, 'latency_p90': 6.101417446136474}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/icld-v2-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.77
us_pacific_date: 2025-11-23
win_ratio: 0.589148234143957
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': '', '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-icld-v2-dpo-v2-mkmlizer
Waiting for job on chaiml-icld-v2-dpo-v2-mkmlizer to finish
chaiml-icld-v2-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-icld-v2-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-icld-v2-dpo-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-icld-v2-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-icld-v2-dpo-v2-mkmlizer: Downloaded to shared memory in 61.206s
chaiml-icld-v2-dpo-v2-mkmlizer: Checking if ChaiML/icld-v2-dpo already exists in ChaiML
chaiml-icld-v2-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdn1qtno2, device:0
chaiml-icld-v2-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-icld-v2-dpo-v2-mkmlizer: quantized model in 312.658s
chaiml-icld-v2-dpo-v2-mkmlizer: Processed model ChaiML/icld-v2-dpo in 373.864s
chaiml-icld-v2-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-icld-v2-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-icld-v2-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/config.json
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/tokenizer_config.json
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/special_tokens_map.json
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/tokenizer.json
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/flywheel_model.1.safetensors
chaiml-icld-v2-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v2/nvidia/flywheel_model.0.safetensors
chaiml-icld-v2-dpo-v2-mkmlizer: 
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Job chaiml-icld-v2-dpo-v2-mkmlizer completed after 433.62s with status: succeeded
Stopping job with name chaiml-icld-v2-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 434.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.57s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-icld-v2-dpo-v2
Waiting for inference service chaiml-icld-v2-dpo-v2 to be ready
Inference service chaiml-icld-v2-dpo-v2 ready after 140.64904928207397s
Pipeline stage MKMLDeployer completed in 141.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.072779417037964s
Received healthy response to inference request in 1.895470142364502s
Received healthy response to inference request in 1.834646224975586s
Received healthy response to inference request in 2.635260820388794s
Received healthy response to inference request in 1.71142578125s
5 requests
0 failed requests
5th percentile: 1.7360698699951171
10th percentile: 1.7607139587402343
20th percentile: 1.8100021362304688
30th percentile: 1.846811008453369
40th percentile: 1.8711405754089356
50th percentile: 1.895470142364502
60th percentile: 1.9663938522338866
70th percentile: 2.0373175621032713
80th percentile: 2.18527569770813
90th percentile: 2.410268259048462
95th percentile: 2.522764539718628
99th percentile: 2.6127615642547606
mean time: 2.0299164772033693
Pipeline stage StressChecker completed in 11.81s
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 0.64s
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 0.79s
Shutdown handler de-registered
chaiml-icld-v2-dpo_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-icld-v2-dpo-v2-profiler
Waiting for inference service chaiml-icld-v2-dpo-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 3094.28s
Shutdown handler de-registered
chaiml-icld-v2-dpo_v2 status is now inactive due to auto deactivation removed underperforming models