chaiml-icld-v2-dpo-b025

developer_uid: zonemercy
submission_id: chaiml-icld-v2-dpo-b025_v2
model_name: test
model_group: ChaiML/icld-v2-dpo_b025
status: inactive
timestamp: 2025-11-23T17:52:37+00:00
num_battles: 7950
num_wins: 4608
celo_rating: 1306.77
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/icld-v2-dpo_b025
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': 0.46429249109214143, 'latency_mean': 2.153713352680206, 'latency_p50': 2.1677759885787964, 'latency_p90': 2.3860504388809205}, {'batch_size': 2, 'throughput': 0.6768731022279069, 'latency_mean': 2.9438818204402923, 'latency_p50': 2.9355517625808716, 'latency_p90': 3.2076976776123045}, {'batch_size': 3, 'throughput': 0.8179922631809539, 'latency_mean': 3.6624298739433288, 'latency_p50': 3.665907859802246, 'latency_p90': 3.951401114463806}, {'batch_size': 4, 'throughput': 0.9163636304210316, 'latency_mean': 4.352308741807938, 'latency_p50': 4.336216688156128, 'latency_p90': 5.009803533554077}, {'batch_size': 5, 'throughput': 0.9716319677287192, 'latency_mean': 5.118572980165482, 'latency_p50': 5.128397583961487, 'latency_p90': 5.874746608734131}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/icld-v2-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-23
win_ratio: 0.579622641509434
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-b025-v2-mkmlizer
Waiting for job on chaiml-icld-v2-dpo-b025-v2-mkmlizer to finish
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-icld-v2-dpo-b025-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-icld-v2-dpo-b025-v2-mkmlizer: Downloaded to shared memory in 49.176s
chaiml-icld-v2-dpo-b025-v2-mkmlizer: Checking if ChaiML/icld-v2-dpo_b025 already exists in ChaiML
chaiml-icld-v2-dpo-b025-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpssmggh2j, device:0
chaiml-icld-v2-dpo-b025-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-icld-v2-dpo-b025-v2-mkmlizer: quantized model in 284.289s
chaiml-icld-v2-dpo-b025-v2-mkmlizer: Processed model ChaiML/icld-v2-dpo_b025 in 333.465s
chaiml-icld-v2-dpo-b025-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-icld-v2-dpo-b025-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-icld-v2-dpo-b025-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-icld-v2-dpo-b025-v2/nvidia
chaiml-icld-v2-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-b025-v2/nvidia/special_tokens_map.json
chaiml-icld-v2-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-icld-v2-dpo-b025-v2/nvidia/config.json
chaiml-icld-v2-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-icld-v2-dpo-b025-v2/nvidia/flywheel_model.1.safetensors
chaiml-icld-v2-dpo-b025-v2-mkmlizer: 
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Job chaiml-icld-v2-dpo-b025-v2-mkmlizer completed after 409.39s with status: succeeded
Stopping job with name chaiml-icld-v2-dpo-b025-v2-mkmlizer
Pipeline stage MKMLizer completed in 411.65s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-icld-v2-dpo-b025-v2
Waiting for inference service chaiml-icld-v2-dpo-b025-v2 to be ready
Inference service chaiml-icld-v2-dpo-b025-v2 ready after 151.02793288230896s
Pipeline stage MKMLDeployer completed in 160.64s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.2017428874969482s
Received healthy response to inference request in 1.8097925186157227s
Received healthy response to inference request in 1.6603503227233887s
Received healthy response to inference request in 1.9351437091827393s
5 requests
1 failed requests
5th percentile: 1.6902387619018555
10th percentile: 1.7201272010803224
20th percentile: 1.7799040794372558
30th percentile: 1.834862756729126
40th percentile: 1.8850032329559325
50th percentile: 1.9351437091827393
60th percentile: 2.0417833805084227
70th percentile: 2.1484230518341065
80th percentile: 5.796063518524173
90th percentile: 12.984704780578614
95th percentile: 16.579025411605834
99th percentile: 19.45448191642761
mean time: 5.556075096130371
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7485897541046143s
Received healthy response to inference request in 1.7173113822937012s
Received healthy response to inference request in 1.8297710418701172s
Received healthy response to inference request in 1.9384863376617432s
Received healthy response to inference request in 1.822204828262329s
5 requests
0 failed requests
5th percentile: 1.7235670566558838
10th percentile: 1.7298227310180665
20th percentile: 1.7423340797424316
30th percentile: 1.7633127689361572
40th percentile: 1.7927587985992433
50th percentile: 1.822204828262329
60th percentile: 1.8252313137054443
70th percentile: 1.8282577991485596
80th percentile: 1.8515141010284424
90th percentile: 1.8950002193450928
95th percentile: 1.916743278503418
99th percentile: 1.934137725830078
mean time: 1.811272668838501
Pipeline stage StressChecker completed in 40.47s
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 0.68s
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 0.67s
Shutdown handler de-registered
chaiml-icld-v2-dpo-b025_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-icld-v2-dpo-b025-v2-profiler
Waiting for inference service chaiml-icld-v2-dpo-b025-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4811.14s
Shutdown handler de-registered