developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_30134_v1
model_name: chaiml-mn24b-v2preferwi_30134_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:39:57+00:00
num_battles: 5989
num_wins: 3141
celo_rating: 1280.83
family_friendly_score: 0.5522
family_friendly_standard_error: 0.007032427177013638
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
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': 0.5464849650993403, 'latency_mean': 1.8297788166999818, 'latency_p50': 1.8247623443603516, 'latency_p90': 2.0325930595397947}, {'batch_size': 3, 'throughput': 1.1017801899971538, 'latency_mean': 2.71623259305954, 'latency_p50': 2.718561053276062, 'latency_p90': 3.0003644466400146}, {'batch_size': 5, 'throughput': 1.4156485161161125, 'latency_mean': 3.513992929458618, 'latency_p50': 3.5302120447158813, 'latency_p90': 3.97576584815979}, {'batch_size': 6, 'throughput': 1.5094492293557908, 'latency_mean': 3.9484233272075655, 'latency_p50': 3.9540783166885376, 'latency_p90': 4.426533269882202}, {'batch_size': 8, 'throughput': 1.634042099083422, 'latency_mean': 4.869321324825287, 'latency_p50': 4.892255902290344, 'latency_p90': 5.513679647445679}, {'batch_size': 10, 'throughput': 1.7088019111641493, 'latency_mean': 5.804230837821961, 'latency_p50': 5.87739634513855, 'latency_p90': 6.697798800468445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_30134_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-24
win_ratio: 0.5244615127734179
generation_params: {'temperature': 0.6, '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-30134-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-30134-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-mistral32-deeps_89261_v16: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', 'read tcp 127.0.0.1:41132->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: Downloaded to shared memory in 120.354s
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnsf_b0ba, device:0
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: quantized model in 286.875s
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 in 407.230s
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-30134-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-30134-v1-mkmlizer completed after 551.16s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-30134-v1-mkmlizer
Pipeline stage MKMLizer completed in 551.74s
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-mn24b-v2preferwi-30134-v1
Waiting for inference service chaiml-mn24b-v2preferwi-30134-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-30134-v1 ready after 50.58567476272583s
Pipeline stage MKMLDeployer completed in 51.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2708749771118164s
Received healthy response to inference request in 1.7559723854064941s
Received healthy response to inference request in 1.7707135677337646s
Received healthy response to inference request in 1.7171967029571533s
Received healthy response to inference request in 1.7505643367767334s
5 requests
0 failed requests
5th percentile: 1.7238702297210693
10th percentile: 1.7305437564849853
20th percentile: 1.7438908100128174
30th percentile: 1.7516459465026855
40th percentile: 1.7538091659545898
50th percentile: 1.7559723854064941
60th percentile: 1.7618688583374023
70th percentile: 1.7677653312683106
80th percentile: 1.8707458496093752
90th percentile: 2.070810413360596
95th percentile: 2.170842695236206
99th percentile: 2.2508685207366943
mean time: 1.8530643939971925
Pipeline stage StressChecker completed in 11.33s
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 0.67s
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 1.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v1 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 2547.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_30134_v1 status is now torndown due to DeploymentManager action