developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_34844_v3
model_name: chaiml-mn24b-v2preferwi_34844_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:16:00+00:00
num_battles: 5737
num_wins: 3045
celo_rating: 1287.07
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5444256529530125, 'latency_mean': 1.8366751563549042, 'latency_p50': 1.8312972784042358, 'latency_p90': 2.027307081222534}, {'batch_size': 3, 'throughput': 1.107791600006725, 'latency_mean': 2.6943666672706605, 'latency_p50': 2.682929039001465, 'latency_p90': 2.977758288383484}, {'batch_size': 5, 'throughput': 1.427895401346952, 'latency_mean': 3.4856842756271362, 'latency_p50': 3.476351261138916, 'latency_p90': 3.9560895442962645}, {'batch_size': 6, 'throughput': 1.53199874076201, 'latency_mean': 3.888287183046341, 'latency_p50': 3.891980767250061, 'latency_p90': 4.4263721942901615}, {'batch_size': 8, 'throughput': 1.682804416503, 'latency_mean': 4.714912840127945, 'latency_p50': 4.655733942985535, 'latency_p90': 5.493201088905335}, {'batch_size': 10, 'throughput': 1.7570856407052013, 'latency_mean': 5.6290712320804595, 'latency_p50': 5.63079297542572, 'latency_p90': 6.5141784191131595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_34844_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5307652082970193
generation_params: {'temperature': 0.7, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', '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-mn24b-v2preferwi-34844-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-34844-v3-mkmlizer to finish
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: Downloaded to shared memory in 43.088s
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwy0wcfgu, device:0
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: quantized model in 287.522s
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 in 330.610s
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-34844-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-34844-v3-mkmlizer completed after 459.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-34844-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.86s
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-mn24b-v2preferwi-34844-v3
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-34844-v3 ready after 70.33218312263489s
Pipeline stage MKMLDeployer completed in 70.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8562231063842773s
Received healthy response to inference request in 1.642610788345337s
Received healthy response to inference request in 1.6295092105865479s
Received healthy response to inference request in 1.5832183361053467s
Received healthy response to inference request in 2.334583282470703s
5 requests
0 failed requests
5th percentile: 1.5924765110015868
10th percentile: 1.6017346858978272
20th percentile: 1.6202510356903077
30th percentile: 1.6321295261383058
40th percentile: 1.6373701572418213
50th percentile: 1.642610788345337
60th percentile: 1.728055715560913
70th percentile: 1.8135006427764893
80th percentile: 1.9518951416015626
90th percentile: 2.143239212036133
95th percentile: 2.238911247253418
99th percentile: 2.315448875427246
mean time: 1.8092289447784424
Pipeline stage StressChecker completed in 10.38s
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 0.95s
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-mn24b-v2preferwi_34844_v3 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-mn24b-v2preferwi-34844-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v3-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 2983.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_34844_v3 status is now torndown due to DeploymentManager action