developer_uid: zonemercy
submission_id: chaiml-icld-v2-dpo_v3
model_name: test
model_group: ChaiML/icld-v2-dpo
status: inactive
timestamp: 2025-11-23T23:02:13+00:00
num_battles: 5749
num_wins: 3016
celo_rating: 1294.74
family_friendly_score: 0.5329999999999999
family_friendly_standard_error: 0.007055650218087628
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': 0.4587780836128916, 'latency_mean': 2.17958047747612, 'latency_p50': 2.1790053844451904, 'latency_p90': 2.3671448945999147}, {'batch_size': 2, 'throughput': 0.6632774758652853, 'latency_mean': 3.0065657794475555, 'latency_p50': 3.0097986459732056, 'latency_p90': 3.2755692481994627}, {'batch_size': 3, 'throughput': 0.7999472149393569, 'latency_mean': 3.746735450029373, 'latency_p50': 3.757008671760559, 'latency_p90': 4.245502161979675}, {'batch_size': 4, 'throughput': 0.8907644764701586, 'latency_mean': 4.472890533208847, 'latency_p50': 4.468284964561462, 'latency_p90': 5.040331387519837}, {'batch_size': 5, 'throughput': 0.9539055104877283, 'latency_mean': 5.2324383461475374, 'latency_p50': 5.213720798492432, 'latency_p90': 6.0564531803131105}]
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: 0.79
us_pacific_date: 2025-11-23
win_ratio: 0.5246129761697687
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:', '\n', '</s>'], '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-v3-mkmlizer
Waiting for job on chaiml-icld-v2-dpo-v3-mkmlizer to finish
chaiml-icld-v2-dpo-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-icld-v2-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-icld-v2-dpo-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-icld-v2-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-icld-v2-dpo-v3-mkmlizer: Downloaded to shared memory in 58.900s
chaiml-icld-v2-dpo-v3-mkmlizer: Checking if ChaiML/icld-v2-dpo already exists in ChaiML
chaiml-icld-v2-dpo-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9raroxhe, device:0
chaiml-icld-v2-dpo-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-icld-v2-dpo-v3-mkmlizer: quantized model in 316.908s
chaiml-icld-v2-dpo-v3-mkmlizer: Processed model ChaiML/icld-v2-dpo in 375.808s
chaiml-icld-v2-dpo-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-icld-v2-dpo-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-icld-v2-dpo-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/config.json
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/special_tokens_map.json
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/tokenizer_config.json
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/tokenizer.json
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/flywheel_model.1.safetensors
chaiml-icld-v2-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-icld-v2-dpo-v3/nvidia/flywheel_model.0.safetensors
chaiml-icld-v2-dpo-v3-mkmlizer: 
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Job chaiml-icld-v2-dpo-v3-mkmlizer completed after 428.84s with status: succeeded
Stopping job with name chaiml-icld-v2-dpo-v3-mkmlizer
Pipeline stage MKMLizer completed in 429.44s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-icld-v2-dpo-v3
Waiting for inference service chaiml-icld-v2-dpo-v3 to be ready
Inference service chaiml-icld-v2-dpo-v3 ready after 150.69041419029236s
Pipeline stage MKMLDeployer completed in 151.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.168494939804077s
Received healthy response to inference request in 1.7250702381134033s
Received healthy response to inference request in 1.7567317485809326s
Received healthy response to inference request in 1.6452231407165527s
Received healthy response to inference request in 1.99837064743042s
5 requests
0 failed requests
5th percentile: 1.6611925601959228
10th percentile: 1.677161979675293
20th percentile: 1.7091008186340333
30th percentile: 1.731402540206909
40th percentile: 1.7440671443939209
50th percentile: 1.7567317485809326
60th percentile: 1.8533873081207275
70th percentile: 1.9500428676605224
80th percentile: 2.0323955059051513
90th percentile: 2.1004452228546144
95th percentile: 2.134470081329346
99th percentile: 2.161689968109131
mean time: 1.858778142929077
Pipeline stage StressChecker completed in 10.56s
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 0.65s
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 0.87s
Shutdown handler de-registered
chaiml-icld-v2-dpo_v3 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 2848.43s
Shutdown handler de-registered