chaiml-mn24b-v2preferwi_20708

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20708_v7
model_name: chaiml-mn24b-v2preferwi_20708_v7
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T22:30:53+00:00
num_battles: 6028
num_wins: 3256
celo_rating: 1272.2
family_friendly_score: 0.5756
family_friendly_standard_error: 0.00698977310075227
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune6
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': 0.546804202995684, 'latency_mean': 1.8286852896213532, 'latency_p50': 1.8194234371185303, 'latency_p90': 2.03429000377655}, {'batch_size': 3, 'throughput': 1.0998756695624097, 'latency_mean': 2.7146254599094393, 'latency_p50': 2.714398503303528, 'latency_p90': 2.9557889699935913}, {'batch_size': 5, 'throughput': 1.4172368511248525, 'latency_mean': 3.511709234714508, 'latency_p50': 3.5020333528518677, 'latency_p90': 3.862882685661316}, {'batch_size': 6, 'throughput': 1.5272827049024462, 'latency_mean': 3.9083108389377594, 'latency_p50': 3.8917617797851562, 'latency_p90': 4.454907345771789}, {'batch_size': 8, 'throughput': 1.6589392786066928, 'latency_mean': 4.792315580844879, 'latency_p50': 4.754393100738525, 'latency_p90': 5.440792846679687}, {'batch_size': 10, 'throughput': 1.721386613003353, 'latency_mean': 5.776120489835739, 'latency_p50': 5.780831933021545, 'latency_p90': 6.608747839927673}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20708_v7
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-12
win_ratio: 0.5401459854014599
generation_params: {'temperature': 0.5, '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-20708-v7-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20708-v7-mkmlizer to finish
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: Downloaded to shared memory in 88.549s
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj9ii2flh, device:0
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_milen_2025-09-03: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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-20708-v7-mkmlizer: quantized model in 287.772s
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune6 in 376.321s
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/config.json
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20708-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20708-v7-mkmlizer completed after 408.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20708-v7-mkmlizer
Pipeline stage MKMLizer completed in 409.28s
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-20708-v7
Waiting for inference service chaiml-mn24b-v2preferwi-20708-v7 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-20708-v7 ready after 30.155662059783936s
Pipeline stage MKMLDeployer completed in 30.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4672136306762695s
Received healthy response to inference request in 2.0291054248809814s
Received healthy response to inference request in 1.6731822490692139s
Received healthy response to inference request in 1.6647846698760986s
Received healthy response to inference request in 2.21343731880188s
5 requests
0 failed requests
5th percentile: 1.6664641857147218
10th percentile: 1.6681437015533447
20th percentile: 1.6715027332305907
30th percentile: 1.7443668842315674
40th percentile: 1.8867361545562744
50th percentile: 2.0291054248809814
60th percentile: 2.1028381824493407
70th percentile: 2.1765709400177
80th percentile: 2.264192581176758
90th percentile: 2.3657031059265137
95th percentile: 2.4164583683013916
99th percentile: 2.457062578201294
mean time: 2.0095446586608885
Pipeline stage StressChecker completed in 11.52s
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 0.64s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v7 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 0.11s
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-20708-v7-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-20708-v7-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 2576.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20708_v7 status is now torndown due to DeploymentManager action