developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73387_v2
model_name: chaiml-mn24b-v2preferwi_73387_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T18:10:07+00:00
num_battles: 6068
num_wins: 3261
celo_rating: 1276.25
family_friendly_score: 0.5754
family_friendly_standard_error: 0.0069902051472041935
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune11
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': 0.5450300342865186, 'latency_mean': 1.8346583545207977, 'latency_p50': 1.841981291770935, 'latency_p90': 2.026888132095337}, {'batch_size': 3, 'throughput': 1.1011227069807004, 'latency_mean': 2.7154530155658723, 'latency_p50': 2.7105681896209717, 'latency_p90': 2.972642755508423}, {'batch_size': 5, 'throughput': 1.4414450304423996, 'latency_mean': 3.44305433511734, 'latency_p50': 3.4363186359405518, 'latency_p90': 3.8675642013549805}, {'batch_size': 6, 'throughput': 1.5466887834753025, 'latency_mean': 3.8600969231128692, 'latency_p50': 3.8199626207351685, 'latency_p90': 4.329033374786377}, {'batch_size': 8, 'throughput': 1.6891367285811023, 'latency_mean': 4.697318361997604, 'latency_p50': 4.687063694000244, 'latency_p90': 5.33265414237976}, {'batch_size': 10, 'throughput': 1.798318315226665, 'latency_mean': 5.522733649015427, 'latency_p50': 5.50398325920105, 'latency_p90': 6.2672333955764765}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73387_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune11
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-12
win_ratio: 0.5374093605800923
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': '{prompt}\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-73387-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73387-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: Downloaded to shared memory in 56.709s
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune11 already exists in ChaiML
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2h_33ord, device:0
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: quantized model in 286.592s
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune11 in 343.302s
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73387-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-73387-v2-mkmlizer completed after 393.7s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73387-v2-mkmlizer
Pipeline stage MKMLizer completed in 394.19s
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-73387-v2
Waiting for inference service chaiml-mn24b-v2preferwi-73387-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-73387-v2 ready after 30.155043601989746s
Pipeline stage MKMLDeployer completed in 30.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1805694103240967s
Received healthy response to inference request in 1.6511898040771484s
Received healthy response to inference request in 1.6847660541534424s
Received healthy response to inference request in 2.0344645977020264s
Received healthy response to inference request in 1.65228271484375s
5 requests
0 failed requests
5th percentile: 1.6514083862304687
10th percentile: 1.651626968383789
20th percentile: 1.6520641326904297
30th percentile: 1.6587793827056885
40th percentile: 1.6717727184295654
50th percentile: 1.6847660541534424
60th percentile: 1.824645471572876
70th percentile: 1.9645248889923095
80th percentile: 2.0636855602264403
90th percentile: 2.1221274852752687
95th percentile: 2.1513484477996827
99th percentile: 2.174725217819214
mean time: 1.8406545162200927
Pipeline stage StressChecker completed in 10.57s
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 0.81s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_v2 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-73387-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-73387-v2-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 2718.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73387_v2 status is now torndown due to DeploymentManager action