chaiml-csfs-v6b-dpo-b025

developer_uid: zonemercy
submission_id: chaiml-csfs-v6b-dpo-b025_v2
model_name: test
model_group: ChaiML/csfs-v6b-dpo_b025
status: inactive
timestamp: 2025-11-24T17:45:44+00:00
num_battles: 6062
num_wins: 3083
celo_rating: 1297.12
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6b-dpo_b025
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.45781810246820026, 'latency_mean': 2.184175785779953, 'latency_p50': 2.193499207496643, 'latency_p90': 2.387516212463379}, {'batch_size': 2, 'throughput': 0.6612871331062092, 'latency_mean': 3.0218671774864196, 'latency_p50': 3.0245362520217896, 'latency_p90': 3.2240073442459107}, {'batch_size': 3, 'throughput': 0.8030332145558937, 'latency_mean': 3.7277798366546633, 'latency_p50': 3.745226740837097, 'latency_p90': 4.006751275062561}, {'batch_size': 4, 'throughput': 0.8891076294082699, 'latency_mean': 4.481920669078827, 'latency_p50': 4.472741961479187, 'latency_p90': 5.146291947364807}, {'batch_size': 5, 'throughput': 0.9487724604935119, 'latency_mean': 5.259063440561294, 'latency_p50': 5.245743155479431, 'latency_p90': 6.059023356437683}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6b-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-24
win_ratio: 0.5085780270537776
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', 'User:', '</s>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', '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-csfs-v6b-dpo-b025-v2-mkmlizer
Waiting for job on chaiml-csfs-v6b-dpo-b025-v2-mkmlizer to finish
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: Downloaded to shared memory in 50.949s
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: Checking if ChaiML/csfs-v6b-dpo_b025 already exists in ChaiML
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmph1p6jroh, device:0
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: quantized model in 285.317s
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: Processed model ChaiML/csfs-v6b-dpo_b025 in 336.266s
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/config.json
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/tokenizer.json
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6b-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-b025-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v6b-dpo-b025-v2-mkmlizer completed after 390.01s with status: succeeded
Stopping job with name chaiml-csfs-v6b-dpo-b025-v2-mkmlizer
Pipeline stage MKMLizer completed in 390.65s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.55s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v6b-dpo-b025-v2
Waiting for inference service chaiml-csfs-v6b-dpo-b025-v2 to be ready
Inference service chaiml-csfs-v6b-dpo-b025-v2 ready after 151.21453475952148s
Pipeline stage MKMLDeployer completed in 151.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0016815662384033s
Received healthy response to inference request in 2.107846736907959s
Received healthy response to inference request in 1.7157633304595947s
Received healthy response to inference request in 1.8156471252441406s
Received healthy response to inference request in 2.05285382270813s
5 requests
0 failed requests
5th percentile: 1.7357400894165038
10th percentile: 1.7557168483734131
20th percentile: 1.7956703662872315
30th percentile: 1.8528540134429932
40th percentile: 1.9272677898406982
50th percentile: 2.0016815662384033
60th percentile: 2.022150468826294
70th percentile: 2.0426193714141845
80th percentile: 2.063852405548096
90th percentile: 2.085849571228027
95th percentile: 2.096848154067993
99th percentile: 2.105647020339966
mean time: 1.9387585163116454
Pipeline stage StressChecker completed in 11.55s
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 0.70s
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 0.88s
Shutdown handler de-registered
chaiml-csfs-v6b-dpo-b025_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4910.41s
Shutdown handler de-registered