developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25619_v2
model_name: chaiml-mn24b-v2preferwi_25619_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:27:27+00:00
num_battles: 5758
num_wins: 2847
celo_rating: 1263.41
family_friendly_score: 0.5611999999999999
family_friendly_standard_error: 0.0070178994008178825
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
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': 0.5438503377785772, 'latency_mean': 1.8386139154434205, 'latency_p50': 1.8325718641281128, 'latency_p90': 2.0428460597991944}, {'batch_size': 3, 'throughput': 1.0913957385516553, 'latency_mean': 2.740847442150116, 'latency_p50': 2.7472763061523438, 'latency_p90': 2.9865238189697267}, {'batch_size': 5, 'throughput': 1.4051101044993322, 'latency_mean': 3.5404867362976074, 'latency_p50': 3.509625792503357, 'latency_p90': 4.021914768218994}, {'batch_size': 6, 'throughput': 1.5052686082660867, 'latency_mean': 3.960526636838913, 'latency_p50': 3.9598900079727173, 'latency_p90': 4.472590065002441}, {'batch_size': 8, 'throughput': 1.6393652307116302, 'latency_mean': 4.839857666492462, 'latency_p50': 4.86711573600769, 'latency_p90': 5.463094687461853}, {'batch_size': 10, 'throughput': 1.7257349813950225, 'latency_mean': 5.764237960577011, 'latency_p50': 5.724298477172852, 'latency_p90': 6.488391065597534}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25619_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-24
win_ratio: 0.4944425147620702
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-25619-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25619-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: Downloaded to shared memory in 76.779s
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpar0fx1xn, device:0
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: quantized model in 284.580s
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 in 361.359s
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25619-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25619-v2-mkmlizer completed after 429.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25619-v2-mkmlizer
Pipeline stage MKMLizer completed in 429.68s
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-25619-v2
Waiting for inference service chaiml-mn24b-v2preferwi-25619-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-25619-v2 ready after 40.23634457588196s
Pipeline stage MKMLDeployer completed in 41.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.275045871734619s
Received healthy response to inference request in 1.8943073749542236s
Received healthy response to inference request in 1.7398686408996582s
Received healthy response to inference request in 1.7047338485717773s
Received healthy response to inference request in 1.8898048400878906s
5 requests
0 failed requests
5th percentile: 1.7117608070373536
10th percentile: 1.7187877655029298
20th percentile: 1.732841682434082
30th percentile: 1.7698558807373046
40th percentile: 1.8298303604125976
50th percentile: 1.8898048400878906
60th percentile: 1.8916058540344238
70th percentile: 1.893406867980957
80th percentile: 1.9704550743103029
90th percentile: 2.122750473022461
95th percentile: 2.19889817237854
99th percentile: 2.2598163318634032
mean time: 1.9007521152496338
Pipeline stage StressChecker completed in 10.79s
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 0.70s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_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 2565.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25619_v2 status is now torndown due to DeploymentManager action