developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21771_v4
model_name: chaiml-mn24b-v2preferwi_21771_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:29:20+00:00
num_battles: 6044
num_wins: 3154
celo_rating: 1275.12
family_friendly_score: 0.5866
family_friendly_standard_error: 0.0069642004566209895
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
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': 0.5448763242280962, 'latency_mean': 1.8351612436771392, 'latency_p50': 1.8424581289291382, 'latency_p90': 2.026617932319641}, {'batch_size': 3, 'throughput': 1.1025904956897692, 'latency_mean': 2.7095293271541596, 'latency_p50': 2.7413008213043213, 'latency_p90': 2.99579439163208}, {'batch_size': 5, 'throughput': 1.4126727585307535, 'latency_mean': 3.5287032091617583, 'latency_p50': 3.5067837238311768, 'latency_p90': 3.9915740728378295}, {'batch_size': 6, 'throughput': 1.5212770300209009, 'latency_mean': 3.9315890717506408, 'latency_p50': 3.9314544200897217, 'latency_p90': 4.523025631904602}, {'batch_size': 8, 'throughput': 1.6711958109831329, 'latency_mean': 4.756610211133957, 'latency_p50': 4.743911266326904, 'latency_p90': 5.328047108650208}, {'batch_size': 10, 'throughput': 1.7374640907912375, 'latency_mean': 5.703858661651611, 'latency_p50': 5.722620964050293, 'latency_p90': 6.4517240762710575}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21771_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-20
win_ratio: 0.5218398411647915
generation_params: {'temperature': 0.75, '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-21771-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21771-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: Downloaded to shared memory in 116.962s
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmph9ups7ks, device:0
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: quantized model in 282.285s
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 in 399.247s
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21771-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21771-v4-mkmlizer completed after 509.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21771-v4-mkmlizer
Pipeline stage MKMLizer completed in 510.14s
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-21771-v4
Waiting for inference service chaiml-mn24b-v2preferwi-21771-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-21771-v4 ready after 70.33842134475708s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3080689907073975s
Received healthy response to inference request in 2.374162435531616s
Received healthy response to inference request in 1.5343689918518066s
Received healthy response to inference request in 1.8293430805206299s
Received healthy response to inference request in 1.7516114711761475s
5 requests
0 failed requests
5th percentile: 1.5778174877166748
10th percentile: 1.621265983581543
20th percentile: 1.7081629753112793
30th percentile: 1.767157793045044
40th percentile: 1.798250436782837
50th percentile: 1.8293430805206299
60th percentile: 2.020833444595337
70th percentile: 2.212323808670044
80th percentile: 2.321287679672241
90th percentile: 2.3477250576019286
95th percentile: 2.3609437465667726
99th percentile: 2.3715186977386473
mean time: 1.9595109939575195
Pipeline stage StressChecker completed in 11.17s
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 0.67s
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 0.89s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v4 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 2819.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21771_v4 status is now torndown due to DeploymentManager action