developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59631_v2
model_name: chaiml-mn24b-v2preferwi_59631_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:21:27+00:00
num_battles: 5762
num_wins: 2953
celo_rating: 1269.49
family_friendly_score: 0.5758
family_friendly_standard_error: 0.006989339882993243
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6
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': 0.5495160262715156, 'latency_mean': 1.8196550595760346, 'latency_p50': 1.8280812501907349, 'latency_p90': 2.020531153678894}, {'batch_size': 3, 'throughput': 1.1131099032432203, 'latency_mean': 2.6839952838420866, 'latency_p50': 2.6929144859313965, 'latency_p90': 2.9586071729660035}, {'batch_size': 5, 'throughput': 1.4324870387078852, 'latency_mean': 3.476893780231476, 'latency_p50': 3.483245372772217, 'latency_p90': 3.9358240365982056}, {'batch_size': 6, 'throughput': 1.5323933498831999, 'latency_mean': 3.8941466867923737, 'latency_p50': 3.8891704082489014, 'latency_p90': 4.42432119846344}, {'batch_size': 8, 'throughput': 1.6826280154132158, 'latency_mean': 4.696697522401809, 'latency_p50': 4.7307738065719604, 'latency_p90': 5.481210446357727}, {'batch_size': 10, 'throughput': 1.7790426511209516, 'latency_mean': 5.573029341697693, 'latency_p50': 5.537168502807617, 'latency_p90': 6.397229552268982}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59631_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-20
win_ratio: 0.51249566122874
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': '\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-59631-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59631-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: Downloaded to shared memory in 52.309s
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbh0d5zq_, device:0
chaiml-mn24b-v2preferwi-59631-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', '')
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-59631-v2-mkmlizer: quantized model in 285.890s
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 in 338.199s
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59631-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59631-v2-mkmlizer completed after 438.85s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59631-v2-mkmlizer
Pipeline stage MKMLizer completed in 439.30s
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-59631-v2
Waiting for inference service chaiml-mn24b-v2preferwi-59631-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-59631-v2 ready after 60.31194877624512s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.340702533721924s
Received healthy response to inference request in 2.1644365787506104s
Received healthy response to inference request in 2.2192466259002686s
Received healthy response to inference request in 1.4633092880249023s
Received healthy response to inference request in 1.9809539318084717s
5 requests
0 failed requests
5th percentile: 1.5668382167816162
10th percentile: 1.67036714553833
20th percentile: 1.8774250030517579
30th percentile: 2.0176504611968995
40th percentile: 2.0910435199737547
50th percentile: 2.1644365787506104
60th percentile: 2.1863605976104736
70th percentile: 2.208284616470337
80th percentile: 2.2435378074645995
90th percentile: 2.292120170593262
95th percentile: 2.316411352157593
99th percentile: 2.3358442974090576
mean time: 2.0337297916412354
Pipeline stage StressChecker completed in 11.88s
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 0.71s
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 0.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_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 0.13s
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-59631-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59631-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 2775.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59631_v2 status is now torndown due to DeploymentManager action