developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47015_v5
model_name: chaiml-mn24b-v2preferwi_47015_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T06:05:26+00:00
num_battles: 5809
num_wins: 2888
celo_rating: 1283.32
family_friendly_score: 0.5332
family_friendly_standard_error: 0.00705546256456655
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
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': 0.5463027344845807, 'latency_mean': 1.8303611338138581, 'latency_p50': 1.8406329154968262, 'latency_p90': 2.0262563705444334}, {'batch_size': 3, 'throughput': 1.1164400282217393, 'latency_mean': 2.676889938116074, 'latency_p50': 2.675718665122986, 'latency_p90': 2.9566195487976072}, {'batch_size': 5, 'throughput': 1.434368403690573, 'latency_mean': 3.4609186208248137, 'latency_p50': 3.453639030456543, 'latency_p90': 3.9131178140640257}, {'batch_size': 6, 'throughput': 1.551990434807487, 'latency_mean': 3.8509824657440186, 'latency_p50': 3.8278088569641113, 'latency_p90': 4.358702063560486}, {'batch_size': 8, 'throughput': 1.6894141059829002, 'latency_mean': 4.6898333823680876, 'latency_p50': 4.7437626123428345, 'latency_p90': 5.3371299505233765}, {'batch_size': 10, 'throughput': 1.7664391479097854, 'latency_mean': 5.627058123350143, 'latency_p50': 5.568830609321594, 'latency_p90': 6.47411196231842}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47015_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-24
win_ratio: 0.49715957996212773
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-47015-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47015-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer:   2025-09-25T06:06:49.725844Z  WARN  Status Code: 504. Retrying..., request_id: ""
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer:     at /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:207
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer:   2025-09-25T06:06:49.725900Z  WARN  Retry attempt #0. Sleeping 775.423981ms before the next attempt
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer:     at /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/reqwest-retry-0.7.0/src/middleware.rs:171
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: Downloaded to shared memory in 81.122s
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0m7nys21, device:0
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: quantized model in 283.304s
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 in 364.427s
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47015-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47015-v5-mkmlizer completed after 449.0s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47015-v5-mkmlizer
Pipeline stage MKMLizer completed in 449.51s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-47015-v5
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-47015-v5 ready after 60.301494121551514s
Pipeline stage MKMLDeployer completed in 60.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3845877647399902s
Received healthy response to inference request in 1.627338171005249s
Received healthy response to inference request in 1.7684504985809326s
Received healthy response to inference request in 1.557279109954834s
Received healthy response to inference request in 2.3412184715270996s
5 requests
0 failed requests
5th percentile: 1.571290922164917
10th percentile: 1.585302734375
20th percentile: 1.613326358795166
30th percentile: 1.6555606365203857
40th percentile: 1.7120055675506591
50th percentile: 1.7684504985809326
60th percentile: 1.9975576877593995
70th percentile: 2.2266648769378663
80th percentile: 2.349892330169678
90th percentile: 2.367240047454834
95th percentile: 2.375913906097412
99th percentile: 2.3828529930114746
mean time: 1.935774803161621
Pipeline stage StressChecker completed in 12.36s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v5 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 2755.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47015_v5 status is now torndown due to DeploymentManager action