chaiml-mn24b-v2preferwi_74161

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74161_v1
model_name: chaiml-mn24b-v2preferwi_74161_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:25:46+00:00
num_battles: 6641
num_wins: 3432
celo_rating: 1267.53
family_friendly_score: 0.5782
family_friendly_standard_error: 0.006984049828000943
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_deepseek_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': 0.5448380638392294, 'latency_mean': 1.835279129743576, 'latency_p50': 1.8263797760009766, 'latency_p90': 2.046158766746521}, {'batch_size': 3, 'throughput': 1.1096813938247494, 'latency_mean': 2.6864039397239683, 'latency_p50': 2.7048991918563843, 'latency_p90': 2.9396766662597655}, {'batch_size': 5, 'throughput': 1.4327100198436793, 'latency_mean': 3.462101932764053, 'latency_p50': 3.4699798822402954, 'latency_p90': 3.9365442514419553}, {'batch_size': 6, 'throughput': 1.5412784204586067, 'latency_mean': 3.866487812995911, 'latency_p50': 3.84276807308197, 'latency_p90': 4.356043553352356}, {'batch_size': 8, 'throughput': 1.694049335380607, 'latency_mean': 4.670116126537323, 'latency_p50': 4.682201981544495, 'latency_p90': 5.301528096199036}, {'batch_size': 10, 'throughput': 1.7748936327991263, 'latency_mean': 5.567788743972779, 'latency_p50': 5.566783308982849, 'latency_p90': 6.345779514312744}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74161_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_deepseek_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-15
win_ratio: 0.5167896401144406
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-74161-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74161-v1-mkmlizer to finish
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-74161-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: Downloaded to shared memory in 64.320s
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_deepseek_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj5asxpz0, device:0
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: quantized model in 289.069s
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_deepseek_tune1 in 353.390s
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74161-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-74161-v1-mkmlizer completed after 417.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74161-v1-mkmlizer
Pipeline stage MKMLizer completed in 417.88s
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-74161-v1
Waiting for inference service chaiml-mn24b-v2preferwi-74161-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-74161-v1 ready after 60.2806932926178s
Pipeline stage MKMLDeployer completed in 60.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8008670806884766s
Received healthy response to inference request in 1.7920725345611572s
Received healthy response to inference request in 1.5756564140319824s
Received healthy response to inference request in 1.764601230621338s
Received healthy response to inference request in 1.9527969360351562s
5 requests
0 failed requests
5th percentile: 1.6134453773498536
10th percentile: 1.6512343406677246
20th percentile: 1.7268122673034667
30th percentile: 1.7700954914093017
40th percentile: 1.7810840129852294
50th percentile: 1.7920725345611572
60th percentile: 1.795590353012085
70th percentile: 1.7991081714630126
80th percentile: 1.8312530517578125
90th percentile: 1.8920249938964844
95th percentile: 1.9224109649658203
99th percentile: 1.9467197418212892
mean time: 1.7771988391876221
Pipeline stage StressChecker completed in 10.14s
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 0.68s
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_74161_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 0.11s
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-74161-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-74161-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 2781.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74161_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74161_v1 status is now torndown due to DeploymentManager action