developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-dpo-lr5e7b01_v1
model_name: chaiml-csfs-v3-dpo-lr5e7b01_v1
model_group: ChaiML/csfs-v3-dpo-lr5e7
status: inactive
timestamp: 2025-10-15T02:10:34+00:00
num_battles: 5457
num_wins: 2882
celo_rating: 1293.35
family_friendly_score: 0.49460000000000004
family_friendly_standard_error: 0.007070655415164849
submission_type: basic
model_repo: ChaiML/csfs-v3-dpo-lr5e7b01
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': 0.38336069228760317, 'latency_mean': 2.6084120321273803, 'latency_p50': 2.6292684078216553, 'latency_p90': 2.8404175519943236}, {'batch_size': 2, 'throughput': 0.5797886681374289, 'latency_mean': 3.446373575925827, 'latency_p50': 3.4652154445648193, 'latency_p90': 3.763343262672424}, {'batch_size': 3, 'throughput': 0.7129722683417166, 'latency_mean': 4.1887482118606565, 'latency_p50': 4.189858794212341, 'latency_p90': 4.560451889038086}, {'batch_size': 4, 'throughput': 0.8117304524133646, 'latency_mean': 4.912089924812317, 'latency_p50': 4.936493992805481, 'latency_p90': 5.617844891548157}, {'batch_size': 5, 'throughput': 0.8773195729924069, 'latency_mean': 5.692361071109771, 'latency_p50': 5.691102385520935, 'latency_p90': 6.45789315700531}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v3-dpo-lr5e7b01_v1
is_internal_developer: True
language_model: ChaiML/csfs-v3-dpo-lr5e7b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.63
us_pacific_date: 2025-10-14
win_ratio: 0.5281290086127909
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': ['####', 'You:', '\n', '</s>'], '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer
Waiting for job on chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer to finish
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chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: Downloaded to shared memory in 76.342s
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: Checking if ChaiML/csfs-v3-dpo-lr5e7b01 already exists in ChaiML
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvpm5csn5, device:0
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: quantized model in 42.488s
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: Processed model ChaiML/csfs-v3-dpo-lr5e7b01 in 118.830s
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/config.json
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/special_tokens_map.json
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/tokenizer_config.json
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/tokenizer.json
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr5e7b01-v1/nvidia/flywheel_model.0.safetensors
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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', '')
Job chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer completed after 204.77s with status: succeeded
Stopping job with name chaiml-csfs-v3-dpo-lr5e7b01-v1-mkmlizer
Pipeline stage MKMLizer completed in 205.35s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-dpo-lr5e7b01-v1
Waiting for inference service chaiml-csfs-v3-dpo-lr5e7b01-v1 to be ready
Inference service chaiml-csfs-v3-dpo-lr5e7b01-v1 ready after 50.24648857116699s
Pipeline stage MKMLDeployer completed in 50.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.592625379562378s
Received healthy response to inference request in 2.3922998905181885s
Received healthy response to inference request in 2.2139225006103516s
Received healthy response to inference request in 2.1986241340637207s
Received healthy response to inference request in 2.2209584712982178s
5 requests
0 failed requests
5th percentile: 2.2016838073730467
10th percentile: 2.204743480682373
20th percentile: 2.2108628273010256
30th percentile: 2.2153296947479246
40th percentile: 2.218144083023071
50th percentile: 2.2209584712982178
60th percentile: 2.289495038986206
70th percentile: 2.3580316066741944
80th percentile: 2.432364988327026
90th percentile: 2.512495183944702
95th percentile: 2.55256028175354
99th percentile: 2.5846123600006106
mean time: 2.3236860752105715
Pipeline stage StressChecker completed in 13.78s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.80s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.83s
Shutdown handler de-registered
chaiml-csfs-v3-dpo-lr5e7b01_v1 status is now deployed due to DeploymentManager action
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 2960.92s
Shutdown handler de-registered
chaiml-csfs-v3-dpo-lr5e7b01_v1 status is now inactive due to auto deactivation removed underperforming models