developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66383_v5
model_name: chaiml-mn24b-v2preferwi_66383_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:27:35+00:00
num_battles: 6934
num_wins: 3604
celo_rating: 1273.42
family_friendly_score: 0.5736
family_friendly_standard_error: 0.006994040892073766
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
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': 0.546012444542918, 'latency_mean': 1.8313393330574035, 'latency_p50': 1.8419923782348633, 'latency_p90': 2.0290712118148804}, {'batch_size': 3, 'throughput': 1.1237147094929654, 'latency_mean': 2.661603456735611, 'latency_p50': 2.665653347969055, 'latency_p90': 2.9311923503875734}, {'batch_size': 5, 'throughput': 1.443758802613688, 'latency_mean': 3.4348588228225707, 'latency_p50': 3.4346448183059692, 'latency_p90': 3.9476592779159545}, {'batch_size': 6, 'throughput': 1.547716123200086, 'latency_mean': 3.8496939742565157, 'latency_p50': 3.8828479051589966, 'latency_p90': 4.336683678627014}, {'batch_size': 8, 'throughput': 1.7174719982013795, 'latency_mean': 4.62293603181839, 'latency_p50': 4.596475958824158, 'latency_p90': 5.2511450290679935}, {'batch_size': 10, 'throughput': 1.8107034727595694, 'latency_mean': 5.485660696029663, 'latency_p50': 5.452316641807556, 'latency_p90': 6.414056754112243}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66383_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-20
win_ratio: 0.5197577156042689
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-v2preferwi-66383-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66383-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: Downloaded to shared memory in 45.503s
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpovfu1p08, device:0
chaiml-mn24b-v2preferwi-66383-v5-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', '')
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-66383-v5-mkmlizer: quantized model in 286.250s
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 in 331.753s
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66383-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-66383-v5-mkmlizer completed after 409.05s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66383-v5-mkmlizer
Pipeline stage MKMLizer completed in 409.53s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-66383-v5
Waiting for inference service chaiml-mn24b-v2preferwi-66383-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-66383-v5 ready after 70.25976943969727s
Pipeline stage MKMLDeployer completed in 70.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.642073392868042s
Received healthy response to inference request in 2.193185806274414s
Received healthy response to inference request in 2.3282296657562256s
Received healthy response to inference request in 1.7127599716186523s
Received healthy response to inference request in 1.8824570178985596s
5 requests
0 failed requests
5th percentile: 1.7466993808746338
10th percentile: 1.7806387901306153
20th percentile: 1.848517608642578
30th percentile: 1.9446027755737305
40th percentile: 2.068894290924072
50th percentile: 2.193185806274414
60th percentile: 2.2472033500671387
70th percentile: 2.3012208938598633
80th percentile: 2.390998411178589
90th percentile: 2.5165359020233153
95th percentile: 2.5793046474456784
99th percentile: 2.6295196437835693
mean time: 2.1517411708831786
Pipeline stage StressChecker completed in 12.12s
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 0.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v5 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-66383-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-66383-v5-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 3025.78s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66383_v5 status is now torndown due to DeploymentManager action