developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25799_v2
model_name: chaiml-mn24b-v2preferwi_25799_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:37:36+00:00
num_battles: 5459
num_wins: 2919
celo_rating: 1279.76
family_friendly_score: 0.522
family_friendly_standard_error: 0.007064219702132713
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune2
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': 0.5445233490173578, 'latency_mean': 1.8363516330718994, 'latency_p50': 1.8318469524383545, 'latency_p90': 2.0336196422576904}, {'batch_size': 3, 'throughput': 1.1043110769959714, 'latency_mean': 2.714323202371597, 'latency_p50': 2.719441056251526, 'latency_p90': 3.0074856519699096}, {'batch_size': 5, 'throughput': 1.4032999374720283, 'latency_mean': 3.548595516681671, 'latency_p50': 3.5470962524414062, 'latency_p90': 3.9972501754760743}, {'batch_size': 6, 'throughput': 1.5171054434136657, 'latency_mean': 3.9354571723937988, 'latency_p50': 3.89060378074646, 'latency_p90': 4.494408011436462}, {'batch_size': 8, 'throughput': 1.6581277727263914, 'latency_mean': 4.802316086292267, 'latency_p50': 4.805857300758362, 'latency_p90': 5.4625811815261835}, {'batch_size': 10, 'throughput': 1.7247449000771313, 'latency_mean': 5.761116946935654, 'latency_p50': 5.821882247924805, 'latency_p90': 6.552181029319763}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25799_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-17
win_ratio: 0.5347133174574098
generation_params: {'temperature': 0.65, '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-25799-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25799-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: Downloaded to shared memory in 67.971s
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwu9bw26z, device:0
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: quantized model in 288.910s
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune2 in 356.881s
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25799-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25799-v2-mkmlizer completed after 438.62s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25799-v2-mkmlizer
Pipeline stage MKMLizer completed in 439.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25799-v2
Waiting for inference service chaiml-mn24b-v2preferwi-25799-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-25799-v2 ready after 60.67140173912048s
Pipeline stage MKMLDeployer completed in 61.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2612411975860596s
Received healthy response to inference request in 2.5770151615142822s
Received healthy response to inference request in 1.7054238319396973s
Received healthy response to inference request in 1.7118122577667236s
Received healthy response to inference request in 1.4719572067260742s
5 requests
0 failed requests
5th percentile: 1.5186505317687988
10th percentile: 1.5653438568115234
20th percentile: 1.6587305068969727
30th percentile: 1.7067015171051025
40th percentile: 1.709256887435913
50th percentile: 1.7118122577667236
60th percentile: 1.931583833694458
70th percentile: 2.1513554096221923
80th percentile: 2.324395990371704
90th percentile: 2.450705575942993
95th percentile: 2.5138603687286376
99th percentile: 2.5643842029571533
mean time: 1.9454899311065674
Pipeline stage StressChecker completed in 11.47s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v2 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 2613.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25799_v2 status is now torndown due to DeploymentManager action