developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23686_v2
model_name: chaiml-mn24b-v2preferwi_23686_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T12:23:22+00:00
num_battles: 5792
num_wins: 3121
celo_rating: 1277.49
family_friendly_score: 0.5766
family_friendly_standard_error: 0.00698759529452014
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune15
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': 0.543786377878479, 'latency_mean': 1.838859498500824, 'latency_p50': 1.8400373458862305, 'latency_p90': 2.024697256088257}, {'batch_size': 3, 'throughput': 1.0929502572436416, 'latency_mean': 2.7403597795963286, 'latency_p50': 2.733043909072876, 'latency_p90': 3.034728670120239}, {'batch_size': 5, 'throughput': 1.3905348929895271, 'latency_mean': 3.576578310728073, 'latency_p50': 3.575697183609009, 'latency_p90': 4.032878661155701}, {'batch_size': 6, 'throughput': 1.5076950562532863, 'latency_mean': 3.9587799632549285, 'latency_p50': 4.007278203964233, 'latency_p90': 4.4472695112228395}, {'batch_size': 8, 'throughput': 1.6493082866311903, 'latency_mean': 4.802588629722595, 'latency_p50': 4.811369776725769, 'latency_p90': 5.530276441574097}, {'batch_size': 10, 'throughput': 1.7002943783093252, 'latency_mean': 5.82237911939621, 'latency_p50': 5.883419632911682, 'latency_p90': 6.628422355651855}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23686_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune15
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-13
win_ratio: 0.5388466850828729
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-23686-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23686-v2-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-23686-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: Downloaded to shared memory in 55.426s
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune15 already exists in ChaiML
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcw1c2g3p, device:0
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-nitral-dpos1-bet_5231_v12: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...-bet_5231_v12/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: quantized model in 286.122s
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune15 in 341.549s
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23686-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23686-v2-mkmlizer completed after 409.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23686-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.21s
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-23686-v2
Waiting for inference service chaiml-mn24b-v2preferwi-23686-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-23686-v2 ready after 50.216979026794434s
Pipeline stage MKMLDeployer completed in 50.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8268051147460938s
Received healthy response to inference request in 2.2841978073120117s
Received healthy response to inference request in 2.28196120262146s
Received healthy response to inference request in 2.3004071712493896s
Received healthy response to inference request in 2.3926022052764893s
5 requests
0 failed requests
5th percentile: 2.28240852355957
10th percentile: 2.2828558444976808
20th percentile: 2.2837504863739015
30th percentile: 2.2874396800994874
40th percentile: 2.2939234256744383
50th percentile: 2.3004071712493896
60th percentile: 2.3372851848602294
70th percentile: 2.374163198471069
80th percentile: 2.4794427871704103
90th percentile: 2.653123950958252
95th percentile: 2.7399645328521727
99th percentile: 2.8094369983673095
mean time: 2.417194700241089
Pipeline stage StressChecker completed in 13.87s
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 1.49s
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 0.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_v2 status is now deployed due to DeploymentManager action
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 2790.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23686_v2 status is now torndown due to DeploymentManager action