developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52023_v1
model_name: chaiml-mn24b-v2preferwi_52023_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T18:12:04+00:00
num_battles: 5998
num_wins: 3158
celo_rating: 1275.41
family_friendly_score: 0.5568
family_friendly_standard_error: 0.007025293730514049
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4
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': 0.5421134001197759, 'latency_mean': 1.8445343053340912, 'latency_p50': 1.8614754676818848, 'latency_p90': 2.0406012296676637}, {'batch_size': 3, 'throughput': 1.097954037127177, 'latency_mean': 2.7247868895530702, 'latency_p50': 2.734452724456787, 'latency_p90': 3.0229230403900145}, {'batch_size': 5, 'throughput': 1.4100259557416461, 'latency_mean': 3.5339016795158384, 'latency_p50': 3.5315117835998535, 'latency_p90': 4.010392880439758}, {'batch_size': 6, 'throughput': 1.4978237045504117, 'latency_mean': 3.9760014426708223, 'latency_p50': 3.9722976684570312, 'latency_p90': 4.526636624336242}, {'batch_size': 8, 'throughput': 1.6456225861047078, 'latency_mean': 4.833688930273056, 'latency_p50': 4.8791093826293945, 'latency_p90': 5.461963415145874}, {'batch_size': 10, 'throughput': 1.7072038217884262, 'latency_mean': 5.799222636222839, 'latency_p50': 5.813777565956116, 'latency_p90': 6.6120898723602295}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52023_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-21
win_ratio: 0.5265088362787596
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-52023-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52023-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: Downloaded to shared memory in 55.004s
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4brbi22l, device:0
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: quantized model in 286.316s
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 in 341.321s
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52023-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52023-v1-mkmlizer completed after 430.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52023-v1-mkmlizer
Pipeline stage MKMLizer completed in 430.94s
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-52023-v1
Waiting for inference service chaiml-mn24b-v2preferwi-52023-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-52023-v1 ready after 60.45278072357178s
Pipeline stage MKMLDeployer completed in 61.46s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.278017997741699s
Received healthy response to inference request in 2.4082255363464355s
Received healthy response to inference request in 2.1715471744537354s
Received healthy response to inference request in 2.1601345539093018s
Received healthy response to inference request in 2.4877870082855225s
5 requests
0 failed requests
5th percentile: 2.1624170780181884
10th percentile: 2.164699602127075
20th percentile: 2.1692646503448487
30th percentile: 2.192841339111328
40th percentile: 2.2354296684265136
50th percentile: 2.278017997741699
60th percentile: 2.3301010131835938
70th percentile: 2.3821840286254883
80th percentile: 2.424137830734253
90th percentile: 2.4559624195098877
95th percentile: 2.471874713897705
99th percentile: 2.484604549407959
mean time: 2.301142454147339
Pipeline stage StressChecker completed in 13.56s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_v1 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-52023-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52023-v1-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 2769.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52023_v1 status is now torndown due to DeploymentManager action