chaiml-cai-real-v3-cosine

developer_uid: zonemercy
submission_id: chaiml-cai-real-v3-cosine_v9
model_name: test
model_group: ChaiML/cai-real-v3_cosin
status: inactive
timestamp: 2025-11-28T07:06:44+00:00
num_battles: 7381
num_wins: 4341
celo_rating: 1357.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-real-v3_cosine
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.27918545885913393, 'latency_mean': 3.581725811958313, 'latency_p50': 3.5804312229156494, 'latency_p90': 3.78340482711792}, {'batch_size': 2, 'throughput': 0.4597041768575581, 'latency_mean': 4.3332017827034, 'latency_p50': 4.329817056655884, 'latency_p90': 4.562949204444886}, {'batch_size': 3, 'throughput': 0.588072798183349, 'latency_mean': 5.072200218439102, 'latency_p50': 5.0839604139328, 'latency_p90': 5.388116669654846}, {'batch_size': 5, 'throughput': 0.7472624641284339, 'latency_mean': 6.665612411499024, 'latency_p50': 6.666639924049377, 'latency_p90': 7.109184288978576}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-real-v3_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.31
us_pacific_date: 2025-11-27
win_ratio: 0.5881316894729711
generation_params: {'temperature': 0.3, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'User:', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 128}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-cai-real-v3-cosine-v9-mkmlizer
Waiting for job on chaiml-cai-real-v3-cosine-v9-mkmlizer to finish
chaiml-cai-real-v3-cosine-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║                                                                     ║
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chaiml-cai-real-v3-cosine-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosine-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-real-v3-cosine-v9-mkmlizer: Downloaded to shared memory in 60.371s
chaiml-cai-real-v3-cosine-v9-mkmlizer: Checking if ChaiML/cai-real-v3_cosine already exists in ChaiML
chaiml-cai-real-v3-cosine-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp10l71kw2, device:0
chaiml-cai-real-v3-cosine-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-real-v3-cosine-v9-mkmlizer: quantized model in 316.149s
chaiml-cai-real-v3-cosine-v9-mkmlizer: Processed model ChaiML/cai-real-v3_cosine in 376.521s
chaiml-cai-real-v3-cosine-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-real-v3-cosine-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-real-v3-cosine-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia
chaiml-cai-real-v3-cosine-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia/config.json
chaiml-cai-real-v3-cosine-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia/special_tokens_map.json
chaiml-cai-real-v3-cosine-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia/tokenizer_config.json
chaiml-cai-real-v3-cosine-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia/flywheel_model.1.safetensors
chaiml-cai-real-v3-cosine-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-real-v3-cosine-v9/nvidia/flywheel_model.0.safetensors
chaiml-cai-real-v3-cosine-v9-mkmlizer: 
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Job chaiml-cai-real-v3-cosine-v9-mkmlizer completed after 418.88s with status: succeeded
Stopping job with name chaiml-cai-real-v3-cosine-v9-mkmlizer
Pipeline stage MKMLizer completed in 419.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-real-v3-cosine-v9
Waiting for inference service chaiml-cai-real-v3-cosine-v9 to be ready
Inference service chaiml-cai-real-v3-cosine-v9 ready after 161.40265822410583s
Pipeline stage MKMLDeployer completed in 162.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.6634249687194824s
Received healthy response to inference request in 3.6596481800079346s
Received healthy response to inference request in 3.4515128135681152s
Received healthy response to inference request in 3.21899151802063s
Received healthy response to inference request in 3.231534481048584s
5 requests
0 failed requests
5th percentile: 3.221500110626221
10th percentile: 3.2240087032318114
20th percentile: 3.229025888442993
30th percentile: 3.27553014755249
40th percentile: 3.3635214805603026
50th percentile: 3.4515128135681152
60th percentile: 3.534766960144043
70th percentile: 3.618021106719971
80th percentile: 3.660403537750244
90th percentile: 3.661914253234863
95th percentile: 3.662669610977173
99th percentile: 3.6632738971710204
mean time: 3.445022392272949
Pipeline stage StressChecker completed in 19.16s
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 1.04s
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 0.64s
Shutdown handler de-registered
chaiml-cai-real-v3-cosine_v9 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5862.15s
Shutdown handler de-registered