chaiml-mn24b-v2preferwi_77813

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77813_v2
model_name: chaiml-mn24b-v2preferwi_77813_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:27:14+00:00
num_battles: 6196
num_wins: 3234
celo_rating: 1274.53
family_friendly_score: 0.583
family_friendly_standard_error: 0.006972962067873307
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5497952013189682, 'latency_mean': 1.818733322620392, 'latency_p50': 1.837205171585083, 'latency_p90': 2.017569088935852}, {'batch_size': 3, 'throughput': 1.1209686320720953, 'latency_mean': 2.6646369886398316, 'latency_p50': 2.667293429374695, 'latency_p90': 2.9230483531951905}, {'batch_size': 5, 'throughput': 1.4369392777886287, 'latency_mean': 3.4549876046180725, 'latency_p50': 3.425478219985962, 'latency_p90': 3.9377902507781983}, {'batch_size': 6, 'throughput': 1.5419175452557863, 'latency_mean': 3.8716206204891206, 'latency_p50': 3.8611656427383423, 'latency_p90': 4.357335138320923}, {'batch_size': 8, 'throughput': 1.699832408023908, 'latency_mean': 4.668628916740418, 'latency_p50': 4.7171748876571655, 'latency_p90': 5.310174655914307}, {'batch_size': 10, 'throughput': 1.782536803253403, 'latency_mean': 5.5598657667636875, 'latency_p50': 5.540811538696289, 'latency_p90': 6.484537506103516}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77813_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-20
win_ratio: 0.5219496449322143
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-77813-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77813-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: Downloaded to shared memory in 92.966s
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpny9116kq, device:0
chaiml-mn24b-v2preferwi-77813-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', '')
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: quantized model in 291.210s
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 in 384.176s
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77813-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77813-v2-mkmlizer completed after 457.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77813-v2-mkmlizer
Pipeline stage MKMLizer completed in 458.42s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-77813-v2
Waiting for inference service chaiml-mn24b-v2preferwi-77813-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-77813-v2 ready after 60.75838899612427s
Pipeline stage MKMLDeployer completed in 61.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2650146484375s
Received healthy response to inference request in 2.517002820968628s
Received healthy response to inference request in 1.6486423015594482s
Received healthy response to inference request in 1.9224176406860352s
Received healthy response to inference request in 1.637786865234375s
5 requests
0 failed requests
5th percentile: 1.6399579524993897
10th percentile: 1.6421290397644044
20th percentile: 1.6464712142944335
30th percentile: 1.7033973693847657
40th percentile: 1.8129075050354004
50th percentile: 1.9224176406860352
60th percentile: 2.059456443786621
70th percentile: 2.1964952468872068
80th percentile: 2.3154122829437256
90th percentile: 2.4162075519561768
95th percentile: 2.4666051864624023
99th percentile: 2.506923294067383
mean time: 1.9981728553771974
Pipeline stage StressChecker completed in 11.31s
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 0.62s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-77813-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-77813-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 2794.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77813_v2 status is now torndown due to DeploymentManager action