chaiml-mn24b-v2preferw_15887

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferw_15887_v10
model_name: chaiml-mn24b-v2preferw_15887_v10
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T16:56:22+00:00
num_battles: 5899
num_wins: 3034
celo_rating: 1271.37
family_friendly_score: 0.5724
family_friendly_standard_error: 0.006996545433283485
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5491819024984129, 'latency_mean': 1.820763326883316, 'latency_p50': 1.8064812421798706, 'latency_p90': 2.0271286487579347}, {'batch_size': 3, 'throughput': 1.116203801066177, 'latency_mean': 2.6798637771606444, 'latency_p50': 2.6787017583847046, 'latency_p90': 2.9996331691741944}, {'batch_size': 5, 'throughput': 1.4363875221484603, 'latency_mean': 3.4674171364307402, 'latency_p50': 3.4735352993011475, 'latency_p90': 3.949601936340332}, {'batch_size': 6, 'throughput': 1.5558769894845028, 'latency_mean': 3.8305029428005217, 'latency_p50': 3.821670889854431, 'latency_p90': 4.371231174468994}, {'batch_size': 8, 'throughput': 1.7112309344253018, 'latency_mean': 4.651531263589859, 'latency_p50': 4.6526700258255005, 'latency_p90': 5.349674677848816}, {'batch_size': 10, 'throughput': 1.7989556575481287, 'latency_mean': 5.522768315076828, 'latency_p50': 5.487502932548523, 'latency_p90': 6.400283670425415}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferw_15887_v10
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-21
win_ratio: 0.5143244617731819
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-v2preferw-15887-v10-mkmlizer
Waiting for job on chaiml-mn24b-v2preferw-15887-v10-mkmlizer to finish
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: Downloaded to shared memory in 51.222s
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzftxauli, device:0
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: quantized model in 285.215s
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 in 336.437s
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/config.json
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/tokenizer.json
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferw-15887-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-15887-v10/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferw-15887-v10-mkmlizer completed after 407.86s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferw-15887-v10-mkmlizer
Pipeline stage MKMLizer completed in 408.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferw-15887-v10
Waiting for inference service chaiml-mn24b-v2preferw-15887-v10 to be ready
Inference service chaiml-mn24b-v2preferw-15887-v10 ready after 70.49136328697205s
Pipeline stage MKMLDeployer completed in 71.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.239082098007202s
Received healthy response to inference request in 2.2289111614227295s
Received healthy response to inference request in 1.8448741436004639s
Received healthy response to inference request in 1.6213538646697998s
Received healthy response to inference request in 2.004507541656494s
5 requests
0 failed requests
5th percentile: 1.6660579204559327
10th percentile: 1.7107619762420654
20th percentile: 1.800170087814331
30th percentile: 1.87680082321167
40th percentile: 1.940654182434082
50th percentile: 2.004507541656494
60th percentile: 2.0942689895629885
70th percentile: 2.1840304374694823
80th percentile: 2.230945348739624
90th percentile: 2.235013723373413
95th percentile: 2.2370479106903076
99th percentile: 2.238675260543823
mean time: 1.987745761871338
Pipeline stage StressChecker completed in 11.39s
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 0.66s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_15887_v10 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 0.38s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferw-15887-v10-profiler
Waiting for inference service chaiml-mn24b-v2preferw-15887-v10-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 2640.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_15887_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferw_15887_v10 status is now torndown due to DeploymentManager action