developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44656_v2
model_name: chaiml-mn24b-v2preferwi_44656_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-15T23:45:12+00:00
num_battles: 5436
num_wins: 2841
celo_rating: 1275.2
family_friendly_score: 0.587
family_friendly_standard_error: 0.0069632032858448125
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_claude4_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': 0.5458688577394584, 'latency_mean': 1.8318224453926086, 'latency_p50': 1.803946852684021, 'latency_p90': 2.044522428512573}, {'batch_size': 3, 'throughput': 1.1070878674779157, 'latency_mean': 2.693176273107529, 'latency_p50': 2.693709969520569, 'latency_p90': 2.964717078208923}, {'batch_size': 5, 'throughput': 1.4375029661986716, 'latency_mean': 3.45690731883049, 'latency_p50': 3.452946901321411, 'latency_p90': 3.9334450006484984}, {'batch_size': 6, 'throughput': 1.527316663161661, 'latency_mean': 3.8966190469264985, 'latency_p50': 3.889589548110962, 'latency_p90': 4.3416366338729855}, {'batch_size': 8, 'throughput': 1.6853744674839768, 'latency_mean': 4.70121391415596, 'latency_p50': 4.686158299446106, 'latency_p90': 5.356208157539368}, {'batch_size': 10, 'throughput': 1.7607525967366087, 'latency_mean': 5.62616258263588, 'latency_p50': 5.594345688819885, 'latency_p90': 6.465953969955445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44656_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_claude4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5226269315673289
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': '<|im_start|>user\n{prompt}<|im_end|>\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-44656-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44656-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: Downloaded to shared memory in 61.678s
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_claude4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg5k_xaqm, device:0
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: quantized model in 289.073s
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_claude4_tune1 in 350.751s
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44656-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44656-v2-mkmlizer completed after 448.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44656-v2-mkmlizer
Pipeline stage MKMLizer completed in 449.35s
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-44656-v2
Waiting for inference service chaiml-mn24b-v2preferwi-44656-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-44656-v2 ready after 60.338520526885986s
Pipeline stage MKMLDeployer completed in 60.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.610440731048584s
Received healthy response to inference request in 1.7583155632019043s
Received healthy response to inference request in 1.730919599533081s
Received healthy response to inference request in 1.0670418739318848s
Received healthy response to inference request in 1.6587567329406738s
5 requests
0 failed requests
5th percentile: 1.1853848457336427
10th percentile: 1.3037278175354003
20th percentile: 1.540413761138916
30th percentile: 1.6731893062591552
40th percentile: 1.7020544528961181
50th percentile: 1.730919599533081
60th percentile: 1.7418779850006103
70th percentile: 1.7528363704681396
80th percentile: 1.9287405967712403
90th percentile: 2.2695906639099124
95th percentile: 2.440015697479248
99th percentile: 2.5763557243347166
mean time: 1.7650949001312255
Pipeline stage StressChecker completed in 10.42s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-44656-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-44656-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 2869.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44656_v2 status is now torndown due to DeploymentManager action