chaiml-csfs-v5-1-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-1-dpo_v3
model_name: test
model_group: ChaiML/csfs-v5-1-dpo
status: inactive
timestamp: 2025-11-23T10:52:08+00:00
num_battles: 7784
num_wins: 3913
celo_rating: 1294.4
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v5-1-dpo
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': 0.4656012282873498, 'latency_mean': 2.1476386260986327, 'latency_p50': 2.143823266029358, 'latency_p90': 2.3547992944717406}, {'batch_size': 2, 'throughput': 0.685152608082584, 'latency_mean': 2.9178139400482177, 'latency_p50': 2.9053544998168945, 'latency_p90': 3.221842908859253}, {'batch_size': 3, 'throughput': 0.8231122339601401, 'latency_mean': 3.642545131444931, 'latency_p50': 3.6283516883850098, 'latency_p90': 3.9784109592437744}, {'batch_size': 4, 'throughput': 0.9080678224456201, 'latency_mean': 4.379046090841293, 'latency_p50': 4.357338190078735, 'latency_p90': 5.08697235584259}, {'batch_size': 5, 'throughput': 0.9766767006404089, 'latency_mean': 5.090988624095917, 'latency_p50': 5.048399448394775, 'latency_p90': 5.907884860038757}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v5-1-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-23
win_ratio: 0.5026978417266187
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': ['User:', '</s>', 'You:', '\n'], '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': '####\n{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-v5-1-dpo-v3-mkmlizer
Waiting for job on chaiml-csfs-v5-1-dpo-v3-mkmlizer to finish
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║                                                                     ║
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chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-1-dpo-v3-mkmlizer: Downloaded to shared memory in 74.517s
chaiml-csfs-v5-1-dpo-v3-mkmlizer: Checking if ChaiML/csfs-v5-1-dpo already exists in ChaiML
chaiml-csfs-v5-1-dpo-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphjlqmnar, device:0
chaiml-csfs-v5-1-dpo-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-1-dpo-v3-mkmlizer: quantized model in 284.956s
chaiml-csfs-v5-1-dpo-v3-mkmlizer: Processed model ChaiML/csfs-v5-1-dpo in 359.474s
chaiml-csfs-v5-1-dpo-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/config.json
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/special_tokens_map.json
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/tokenizer_config.json
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/tokenizer.json
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v5-1-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v5-1-dpo-v3-mkmlizer completed after 397.36s with status: succeeded
Stopping job with name chaiml-csfs-v5-1-dpo-v3-mkmlizer
Pipeline stage MKMLizer completed in 397.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v5-1-dpo-v3
Waiting for inference service chaiml-csfs-v5-1-dpo-v3 to be ready
Inference service chaiml-csfs-v5-1-dpo-v3 ready after 150.6244900226593s
Pipeline stage MKMLDeployer completed in 158.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.151533603668213s
Received healthy response to inference request in 2.287764310836792s
Received healthy response to inference request in 1.6803867816925049s
Received healthy response to inference request in 1.8138549327850342s
Received healthy response to inference request in 1.714874505996704s
5 requests
0 failed requests
5th percentile: 1.6872843265533448
10th percentile: 1.6941818714141845
20th percentile: 1.7079769611358642
30th percentile: 1.73467059135437
40th percentile: 1.7742627620697022
50th percentile: 1.8138549327850342
60th percentile: 1.9489264011383056
70th percentile: 2.083997869491577
80th percentile: 2.1787797451019286
90th percentile: 2.2332720279693605
95th percentile: 2.2605181694030763
99th percentile: 2.2823150825500487
mean time: 1.9296828269958497
Pipeline stage StressChecker completed in 11.23s
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 0.66s
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 0.65s
Shutdown handler de-registered
chaiml-csfs-v5-1-dpo_v3 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-csfs-v5-1-dpo-v3-profiler
Waiting for inference service chaiml-csfs-v5-1-dpo-v3-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4622.53s
Shutdown handler de-registered