developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68363_v5
model_name: chaiml-mn24b-v2preferwi_68363_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T23:37:59+00:00
num_battles: 6952
num_wins: 3664
celo_rating: 1273.18
family_friendly_score: 0.5764
family_friendly_standard_error: 0.006988033199692171
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
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': 0.5475553688484432, 'latency_mean': 1.826196972131729, 'latency_p50': 1.822096586227417, 'latency_p90': 2.028260374069214}, {'batch_size': 3, 'throughput': 1.1010437718571964, 'latency_mean': 2.712957239151001, 'latency_p50': 2.691505789756775, 'latency_p90': 2.9573392152786253}, {'batch_size': 5, 'throughput': 1.415117658547064, 'latency_mean': 3.515151026248932, 'latency_p50': 3.5368634462356567, 'latency_p90': 3.9762571096420287}, {'batch_size': 6, 'throughput': 1.524876597607603, 'latency_mean': 3.9077742290496826, 'latency_p50': 3.9518595933914185, 'latency_p90': 4.452019691467285}, {'batch_size': 8, 'throughput': 1.6829988752271194, 'latency_mean': 4.726252264976502, 'latency_p50': 4.740834474563599, 'latency_p90': 5.338801670074463}, {'batch_size': 10, 'throughput': 1.7500042224032237, 'latency_mean': 5.667089387178421, 'latency_p50': 5.597453713417053, 'latency_p90': 6.465827059745789}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68363_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-21
win_ratio: 0.5270425776754891
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-68363-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68363-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-68363-v5-mkmlizer: Downloaded to shared memory in 39.897s
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc9ujvn_u, device:0
chaiml-mn24b-v2preferwi-68363-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', '')
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: quantized model in 281.427s
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 in 321.325s
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68363-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-68363-v5-mkmlizer completed after 409.05s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68363-v5-mkmlizer
Pipeline stage MKMLizer completed in 409.55s
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-68363-v5
Waiting for inference service chaiml-mn24b-v2preferwi-68363-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-68363-v5 ready after 60.31397557258606s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.07206392288208s
Received healthy response to inference request in 2.1784822940826416s
Received healthy response to inference request in 2.1616339683532715s
Received healthy response to inference request in 2.1958959102630615s
Received healthy response to inference request in 2.342527151107788s
5 requests
0 failed requests
5th percentile: 2.0899779319763185
10th percentile: 2.1078919410705566
20th percentile: 2.143719959259033
30th percentile: 2.1650036334991456
40th percentile: 2.1717429637908934
50th percentile: 2.1784822940826416
60th percentile: 2.1854477405548094
70th percentile: 2.1924131870269776
80th percentile: 2.2252221584320067
90th percentile: 2.2838746547698974
95th percentile: 2.313200902938843
99th percentile: 2.336661901473999
mean time: 2.1901206493377687
Pipeline stage StressChecker completed in 12.94s
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 0.65s
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_68363_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 0.10s
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-68363-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68363-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 2895.12s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68363_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_68363_v5 status is now torndown due to DeploymentManager action