developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27579_v5
model_name: chaiml-mn24b-v2preferwi_27579_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:18:23+00:00
num_battles: 5791
num_wins: 2946
celo_rating: 1261.92
family_friendly_score: 0.5694
family_friendly_standard_error: 0.00700262293715719
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.5437222585712362, 'latency_mean': 1.8390491247177123, 'latency_p50': 1.846727967262268, 'latency_p90': 2.0514330148696898}, {'batch_size': 3, 'throughput': 1.1153492418393303, 'latency_mean': 2.6763746201992036, 'latency_p50': 2.6718697547912598, 'latency_p90': 2.9619256258010864}, {'batch_size': 5, 'throughput': 1.4518146423080764, 'latency_mean': 3.4171237921714783, 'latency_p50': 3.403181552886963, 'latency_p90': 3.858954858779907}, {'batch_size': 6, 'throughput': 1.5494855355877464, 'latency_mean': 3.846169356107712, 'latency_p50': 3.9253740310668945, 'latency_p90': 4.338489031791687}, {'batch_size': 8, 'throughput': 1.7137868072042695, 'latency_mean': 4.628159309625626, 'latency_p50': 4.580928564071655, 'latency_p90': 5.30814368724823}, {'batch_size': 10, 'throughput': 1.801248974274547, 'latency_mean': 5.501269264221191, 'latency_p50': 5.517260432243347, 'latency_p90': 6.293563604354858}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27579_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-15
win_ratio: 0.5087204282507339
generation_params: {'temperature': 0.8, '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-27579-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27579-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: Downloaded to shared memory in 58.264s
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpu39j0t9a, device:0
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: quantized model in 288.586s
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_tune1 in 346.851s
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27579-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27579-v5-mkmlizer completed after 417.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27579-v5-mkmlizer
Pipeline stage MKMLizer completed in 417.91s
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-27579-v5
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-27579-v5 ready after 60.364317417144775s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0089504718780518s
Received healthy response to inference request in 1.4083011150360107s
Received healthy response to inference request in 1.4846611022949219s
Received healthy response to inference request in 1.9001994132995605s
Received healthy response to inference request in 1.7661316394805908s
5 requests
0 failed requests
5th percentile: 1.423573112487793
10th percentile: 1.4388451099395752
20th percentile: 1.4693891048431396
30th percentile: 1.5409552097320556
40th percentile: 1.6535434246063232
50th percentile: 1.7661316394805908
60th percentile: 1.8197587490081788
70th percentile: 1.8733858585357666
80th percentile: 1.9219496250152588
90th percentile: 1.9654500484466553
95th percentile: 1.9872002601623535
99th percentile: 2.004600429534912
mean time: 1.713648748397827
Pipeline stage StressChecker completed in 10.30s
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 0.72s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27579_v5 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 0.12s
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-27579-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v5-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 2823.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27579_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27579_v5 status is now torndown due to DeploymentManager action