developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35842_v3
model_name: chaiml-mn24b-v2preferwi_35842_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T22:26:49+00:00
num_battles: 6313
num_wins: 3190
celo_rating: 1263.21
family_friendly_score: 0.5646
family_friendly_standard_error: 0.0070118020508283035
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune4
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': 0.5437490845763169, 'latency_mean': 1.8389820683002471, 'latency_p50': 1.8397769927978516, 'latency_p90': 2.0348614931106566}, {'batch_size': 3, 'throughput': 1.1209534730334865, 'latency_mean': 2.6640134131908417, 'latency_p50': 2.6543288230895996, 'latency_p90': 3.072222661972046}, {'batch_size': 5, 'throughput': 1.4457461258195188, 'latency_mean': 3.4438447904586793, 'latency_p50': 3.4216551780700684, 'latency_p90': 3.865227723121643}, {'batch_size': 6, 'throughput': 1.549908417823287, 'latency_mean': 3.8445887970924377, 'latency_p50': 3.867519497871399, 'latency_p90': 4.321413207054138}, {'batch_size': 8, 'throughput': 1.7147465340545494, 'latency_mean': 4.6275590908527375, 'latency_p50': 4.673129320144653, 'latency_p90': 5.201562905311584}, {'batch_size': 10, 'throughput': 1.8085297226842028, 'latency_mean': 5.476381185054779, 'latency_p50': 5.479948401451111, 'latency_p90': 6.256569838523864}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35842_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-11
win_ratio: 0.5053065103754159
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': '{prompt}\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-35842-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35842-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: Downloaded to shared memory in 102.594s
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdzmmgz_c, device:0
chaiml-mn24b-v2preferwi-35842-v3-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', '')
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: quantized model in 289.149s
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune4 in 391.743s
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-35842-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-35842-v3-mkmlizer completed after 492.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35842-v3-mkmlizer
Pipeline stage MKMLizer completed in 492.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-35842-v3
Waiting for inference service chaiml-mn24b-v2preferwi-35842-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-35842-v3 ready after 60.36505889892578s
Pipeline stage MKMLDeployer completed in 60.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2585206031799316s
Received healthy response to inference request in 1.8443608283996582s
Received healthy response to inference request in 1.9723670482635498s
Received healthy response to inference request in 1.879004716873169s
Received healthy response to inference request in 1.8679530620574951s
5 requests
0 failed requests
5th percentile: 1.8490792751312255
10th percentile: 1.853797721862793
20th percentile: 1.8632346153259278
30th percentile: 1.8701633930206298
40th percentile: 1.8745840549468995
50th percentile: 1.879004716873169
60th percentile: 1.9163496494293213
70th percentile: 1.9536945819854736
80th percentile: 2.029597759246826
90th percentile: 2.144059181213379
95th percentile: 2.2012898921966553
99th percentile: 2.2470744609832765
mean time: 1.9644412517547607
Pipeline stage StressChecker completed in 11.33s
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 0.73s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35842_v3 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-35842-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-35842-v3-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 2412.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35842_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35842_v3 status is now torndown due to DeploymentManager action