developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-3-dpo-lr_86358_v1
model_name: chaiml-csfs-v3-3-dpo-lr_86358_v1
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: protected
timestamp: 2025-11-25T00:21:44+00:00
num_battles: 6778
num_wins: 3613
celo_rating: 1289.5
family_friendly_score: 0.499
family_friendly_standard_error: 0.00707105366971571
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
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': 0.3829641230689513, 'latency_mean': 2.611110564470291, 'latency_p50': 2.6045631170272827, 'latency_p90': 2.8892841577529906}, {'batch_size': 2, 'throughput': 0.5755146519739378, 'latency_mean': 3.472761082649231, 'latency_p50': 3.464356303215027, 'latency_p90': 3.7540711879730226}, {'batch_size': 3, 'throughput': 0.706790995189672, 'latency_mean': 4.2334001994133, 'latency_p50': 4.2196385860443115, 'latency_p90': 4.569479870796203}, {'batch_size': 4, 'throughput': 0.8032670774984215, 'latency_mean': 4.96097159743309, 'latency_p50': 4.9798818826675415, 'latency_p90': 5.574060153961181}, {'batch_size': 5, 'throughput': 0.8666049476816301, 'latency_mean': 5.748906375169754, 'latency_p50': 5.696550130844116, 'latency_p90': 6.585809445381164}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v3-3-dpo-lr_86358_v1
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.62
us_pacific_date: 2025-10-17
win_ratio: 0.533048096783712
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': ['</s>', '\n', 'You:', '####'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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
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Running pipeline stage MKMLizer
Starting job with name chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer to finish
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: Downloaded to shared memory in 53.799s
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpf3ddvj9g, device:0
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: quantized model in 42.270s
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 96.069s
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/config.json
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer completed after 165.1s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr-86358-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.63s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-3-dpo-lr-86358-v1
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v1 to be ready
Inference service chaiml-csfs-v3-3-dpo-lr-86358-v1 ready after 60.41756248474121s
Pipeline stage MKMLDeployer completed in 60.96s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.537083864212036s
Received healthy response to inference request in 2.652205228805542s
Received healthy response to inference request in 2.6186397075653076s
Received healthy response to inference request in 2.3941121101379395s
Received healthy response to inference request in 2.079664468765259s
5 requests
0 failed requests
5th percentile: 2.142553997039795
10th percentile: 2.205443525314331
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50th percentile: 2.537083864212036
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70th percentile: 2.6023285388946533
80th percentile: 2.6253528118133547
90th percentile: 2.6387790203094483
95th percentile: 2.645492124557495
99th percentile: 2.6508626079559328
mean time: 2.4563410758972166
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Evaluating %s Family Friendly Score with %s threads
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