chaiml-csfs-v5-1-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-1-dpo_v2
model_name: test
model_group: ChaiML/csfs-v5-1-dpo
status: inactive
timestamp: 2025-11-23T07:14:47+00:00
num_battles: 9045
num_wins: 4652
celo_rating: 1299.68
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': 0.46164525970652714, 'latency_mean': 2.1660452675819397, 'latency_p50': 2.157331109046936, 'latency_p90': 2.3695727586746216}, {'batch_size': 2, 'throughput': 0.6860241306202176, 'latency_mean': 2.9120775187015533, 'latency_p50': 2.8973805904388428, 'latency_p90': 3.185466980934143}, {'batch_size': 3, 'throughput': 0.8237448958191176, 'latency_mean': 3.6368650650978087, 'latency_p50': 3.6505019664764404, 'latency_p90': 4.004854440689087}, {'batch_size': 4, 'throughput': 0.9298690681840238, 'latency_mean': 4.291738986968994, 'latency_p50': 4.243576765060425, 'latency_p90': 4.889084768295288}, {'batch_size': 5, 'throughput': 0.9759311599855213, 'latency_mean': 5.094917788505554, 'latency_p50': 5.09125542640686, 'latency_p90': 5.828799724578857}]
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: 0.84
us_pacific_date: 2025-11-22
win_ratio: 0.5143173023770039
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', '</s>', 'You:', 'User:'], '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-v2-mkmlizer
Waiting for job on chaiml-csfs-v5-1-dpo-v2-mkmlizer to finish
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-1-dpo-v2-mkmlizer: Downloaded to shared memory in 57.962s
chaiml-csfs-v5-1-dpo-v2-mkmlizer: Checking if ChaiML/csfs-v5-1-dpo already exists in ChaiML
chaiml-csfs-v5-1-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnyvz6qs1, device:0
chaiml-csfs-v5-1-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-1-dpo-v2-mkmlizer: quantized model in 286.370s
chaiml-csfs-v5-1-dpo-v2-mkmlizer: Processed model ChaiML/csfs-v5-1-dpo in 344.332s
chaiml-csfs-v5-1-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-1-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v5-1-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/config.json
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/special_tokens_map.json
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/tokenizer_config.json
Failed to get response for submission chaiml-llama31-mer-v2-_44570_v44: HTTPConnectionPool(host='chaiml-llama31-mer-v2-44570-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/tokenizer.json
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v5-1-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v5-1-dpo-v2-mkmlizer: 
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Job chaiml-csfs-v5-1-dpo-v2-mkmlizer completed after 407.91s with status: succeeded
Stopping job with name chaiml-csfs-v5-1-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 408.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v5-1-dpo-v2
Waiting for inference service chaiml-csfs-v5-1-dpo-v2 to be ready
Inference service chaiml-csfs-v5-1-dpo-v2 ready after 150.72483825683594s
Pipeline stage MKMLDeployer completed in 151.21s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.363048553466797s
Received healthy response to inference request in 1.8080544471740723s
Received healthy response to inference request in 1.9111130237579346s
Received healthy response to inference request in 1.9813063144683838s
5 requests
1 failed requests
5th percentile: 1.8286661624908447
10th percentile: 1.849277877807617
20th percentile: 1.8905013084411622
30th percentile: 1.9251516819000245
40th percentile: 1.9532289981842041
50th percentile: 1.9813063144683838
60th percentile: 2.134003210067749
70th percentile: 2.2867001056671143
80th percentile: 5.924316596984866
90th percentile: 13.046852684020998
95th percentile: 16.60812072753906
99th percentile: 19.457135162353516
mean time: 5.646582221984863
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8628909587860107s
Received healthy response to inference request in 1.9653596878051758s
Received healthy response to inference request in 1.9922950267791748s
Received healthy response to inference request in 1.9150831699371338s
Received healthy response to inference request in 2.0946669578552246s
5 requests
0 failed requests
5th percentile: 1.8733294010162354
10th percentile: 1.88376784324646
20th percentile: 1.9046447277069092
30th percentile: 1.9251384735107422
40th percentile: 1.945249080657959
50th percentile: 1.9653596878051758
60th percentile: 1.9761338233947754
70th percentile: 1.986907958984375
80th percentile: 2.012769412994385
90th percentile: 2.0537181854248048
95th percentile: 2.0741925716400145
99th percentile: 2.0905720806121826
mean time: 1.966059160232544
Pipeline stage StressChecker completed in 41.14s
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 0.65s
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 0.69s
Shutdown handler de-registered
chaiml-csfs-v5-1-dpo_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4813.74s
Shutdown handler de-registered