chaiml-cai-real-v3b

developer_uid: zonemercy
submission_id: chaiml-cai-real-v3b_v4
model_name: test
model_group: ChaiML/cai-real-v3b
status: inactive
timestamp: 2025-11-28T08:24:14+00:00
num_battles: 7773
num_wins: 3841
celo_rating: 1298.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-real-v3b
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': 0.2703566419619515, 'latency_mean': 3.6987194550037383, 'latency_p50': 3.689833879470825, 'latency_p90': 3.9046236276626587}, {'batch_size': 2, 'throughput': 0.44510740194289733, 'latency_mean': 4.492585275173187, 'latency_p50': 4.482195019721985, 'latency_p90': 4.714824795722961}, {'batch_size': 3, 'throughput': 0.5640013370515476, 'latency_mean': 5.303059878349305, 'latency_p50': 5.290711164474487, 'latency_p90': 5.536817312240601}, {'batch_size': 5, 'throughput': 0.716958348635648, 'latency_mean': 6.959386005401611, 'latency_p50': 6.926880359649658, 'latency_p90': 7.732681012153625}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-real-v3b
model_size: 24B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2025-11-28
win_ratio: 0.494146404219735
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': ['User:', '</s>', '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-cai-real-v3b-v4-mkmlizer
Waiting for job on chaiml-cai-real-v3b-v4-mkmlizer to finish
chaiml-cai-real-v3b-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-real-v3b-v4-mkmlizer: ║                                                                     ║
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chaiml-cai-real-v3b-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-real-v3b-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-real-v3b-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-real-v3b-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-real-v3b-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-real-v3b-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3b-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-real-v3b-v4-mkmlizer: Downloaded to shared memory in 46.047s
chaiml-cai-real-v3b-v4-mkmlizer: Checking if ChaiML/cai-real-v3b already exists in ChaiML
chaiml-cai-real-v3b-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpknbxuq62, device:0
chaiml-cai-real-v3b-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-real-v3b-v4-mkmlizer: quantized model in 288.793s
chaiml-cai-real-v3b-v4-mkmlizer: Processed model ChaiML/cai-real-v3b in 334.840s
chaiml-cai-real-v3b-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-real-v3b-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-real-v3b-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/config.json
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/special_tokens_map.json
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/tokenizer_config.json
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/tokenizer.json
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/flywheel_model.1.safetensors
chaiml-cai-real-v3b-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-real-v3b-v4/nvidia/flywheel_model.0.safetensors
chaiml-cai-real-v3b-v4-mkmlizer: 
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Job chaiml-cai-real-v3b-v4-mkmlizer completed after 420.31s with status: succeeded
Stopping job with name chaiml-cai-real-v3b-v4-mkmlizer
Pipeline stage MKMLizer completed in 421.60s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-real-v3b-v4
Waiting for inference service chaiml-cai-real-v3b-v4 to be ready
Inference service chaiml-cai-real-v3b-v4 ready after 170.78328227996826s
Pipeline stage MKMLDeployer completed in 171.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.9518001079559326s
Received healthy response to inference request in 3.742396593093872s
Received healthy response to inference request in 3.4541804790496826s
Received healthy response to inference request in 3.2309622764587402s
Received healthy response to inference request in 3.954484701156616s
5 requests
0 failed requests
5th percentile: 3.2756059169769287
10th percentile: 3.320249557495117
20th percentile: 3.409536838531494
30th percentile: 3.5118237018585203
40th percentile: 3.627110147476196
50th percentile: 3.742396593093872
60th percentile: 3.8261579990386965
70th percentile: 3.9099194049835204
80th percentile: 3.9523370265960693
90th percentile: 3.9534108638763428
95th percentile: 3.9539477825164795
99th percentile: 3.954377317428589
mean time: 3.666764831542969
%s, retrying in %s seconds...
Received healthy response to inference request in 3.427924633026123s
Received healthy response to inference request in 3.483654499053955s
Received healthy response to inference request in 3.489691734313965s
Received healthy response to inference request in 3.3947300910949707s
Received healthy response to inference request in 3.5942699909210205s
5 requests
0 failed requests
5th percentile: 3.401368999481201
10th percentile: 3.4080079078674315
20th percentile: 3.4212857246398927
30th percentile: 3.4390706062316894
40th percentile: 3.4613625526428224
50th percentile: 3.483654499053955
60th percentile: 3.486069393157959
70th percentile: 3.488484287261963
80th percentile: 3.510607385635376
90th percentile: 3.5524386882781984
95th percentile: 3.5733543395996095
99th percentile: 3.590086860656738
mean time: 3.4780541896820067
Pipeline stage StressChecker completed in 39.18s
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 0.79s
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 0.69s
Shutdown handler de-registered
chaiml-cai-real-v3b_v4 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-cai-real-v3b-v4-profiler
Waiting for inference service chaiml-cai-real-v3b-v4-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 5714.57s
Shutdown handler de-registered