chaiml-csfs-v5-1-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-1-dpo_v4
model_name: test
model_group: ChaiML/csfs-v5-1-dpo
status: inactive
timestamp: 2025-11-23T12:24:41+00:00
num_battles: 6915
num_wins: 3510
celo_rating: 1294.01
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': 0.47649308205991125, 'latency_mean': 2.0985654151439666, 'latency_p50': 2.103403329849243, 'latency_p90': 2.2782017469406126}, {'batch_size': 3, 'throughput': 0.8637747981624669, 'latency_mean': 3.4632464158535003, 'latency_p50': 3.4505664110183716, 'latency_p90': 3.7660502672195433}, {'batch_size': 5, 'throughput': 1.0318516212314426, 'latency_mean': 4.828007707595825, 'latency_p50': 4.845897316932678, 'latency_p90': 5.326744771003723}, {'batch_size': 6, 'throughput': 1.0840775182739988, 'latency_mean': 5.501117615699768, 'latency_p50': 5.515488386154175, 'latency_p90': 6.052159810066223}, {'batch_size': 10, 'throughput': 1.1864493319181835, 'latency_mean': 8.364692486524582, 'latency_p50': 8.277568459510803, 'latency_p90': 9.493313264846801}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v5-1-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.9
us_pacific_date: 2025-11-23
win_ratio: 0.5075921908893709
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:', 'User:', '</s>', '\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-v4-mkmlizer
Waiting for job on chaiml-csfs-v5-1-dpo-v4-mkmlizer to finish
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║                                                                     ║
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chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-1-dpo-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-1-dpo-v4-mkmlizer: Downloaded to shared memory in 51.348s
chaiml-csfs-v5-1-dpo-v4-mkmlizer: Checking if ChaiML/csfs-v5-1-dpo already exists in ChaiML
chaiml-csfs-v5-1-dpo-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwn1p1s1e, device:0
chaiml-csfs-v5-1-dpo-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-1-dpo-v4-mkmlizer: quantized model in 287.608s
chaiml-csfs-v5-1-dpo-v4-mkmlizer: Processed model ChaiML/csfs-v5-1-dpo in 338.956s
chaiml-csfs-v5-1-dpo-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-1-dpo-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v5-1-dpo-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/config.json
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/special_tokens_map.json
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/tokenizer_config.json
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/tokenizer.json
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v5-1-dpo-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-1-dpo-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v5-1-dpo-v4-mkmlizer completed after 417.51s with status: succeeded
Stopping job with name chaiml-csfs-v5-1-dpo-v4-mkmlizer
Pipeline stage MKMLizer completed in 418.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v5-1-dpo-v4
Waiting for inference service chaiml-csfs-v5-1-dpo-v4 to be ready
Tearing down inference service chaiml-csfs-v5-1-dpo-v4
%s, retrying in %s seconds...
Creating inference service chaiml-csfs-v5-1-dpo-v4
Waiting for inference service chaiml-csfs-v5-1-dpo-v4 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-csfs-v5-1-dpo-v4 ready after 130.5449674129486s
Pipeline stage MKMLDeployer completed in 151.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2578959465026855s
Received healthy response to inference request in 1.8026084899902344s
Received healthy response to inference request in 2.1630496978759766s
Received healthy response to inference request in 1.8955063819885254s
Received healthy response to inference request in 1.704636573791504s
5 requests
0 failed requests
5th percentile: 1.72423095703125
10th percentile: 1.743825340270996
20th percentile: 1.7830141067504883
30th percentile: 1.8211880683898927
40th percentile: 1.858347225189209
50th percentile: 1.8955063819885254
60th percentile: 2.0025237083435057
70th percentile: 2.1095410346984864
80th percentile: 2.1820189476013185
90th percentile: 2.219957447052002
95th percentile: 2.2389266967773436
99th percentile: 2.254102096557617
mean time: 1.9647394180297852
Pipeline stage StressChecker completed in 11.28s
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 0.72s
Shutdown handler de-registered
chaiml-csfs-v5-1-dpo_v4 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-csfs-v5-1-dpo-v4-profiler
Waiting for inference service chaiml-csfs-v5-1-dpo-v4-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 5259.17s
Shutdown handler de-registered