chaiml-csfs-v5-dpo-cosine

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-dpo-cosine_v2
model_name: test
model_group: ChaiML/csfs-v5-dpo_cosin
status: inactive
timestamp: 2025-11-23T07:13:31+00:00
num_battles: 9028
num_wins: 4473
celo_rating: 1285.94
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v5-dpo_cosine
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': 0.46130758824951584, 'latency_mean': 2.167627180814743, 'latency_p50': 2.1778550148010254, 'latency_p90': 2.3689057350158693}, {'batch_size': 2, 'throughput': 0.6704951214732445, 'latency_mean': 2.9714023637771607, 'latency_p50': 2.9689438343048096, 'latency_p90': 3.2374858617782594}, {'batch_size': 3, 'throughput': 0.810041076756991, 'latency_mean': 3.6896297001838683, 'latency_p50': 3.685890555381775, 'latency_p90': 4.368077564239502}, {'batch_size': 4, 'throughput': 0.9021068286672019, 'latency_mean': 4.411786308288574, 'latency_p50': 4.415299296379089, 'latency_p90': 5.092734336853027}, {'batch_size': 5, 'throughput': 0.9568874369218848, 'latency_mean': 5.2086263382434845, 'latency_p50': 5.145945191383362, 'latency_p90': 5.953232479095459}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v5-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-22
win_ratio: 0.49545857332742577
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:', '</s>', 'User:', '\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-dpo-cosine-v2-mkmlizer
Waiting for job on chaiml-csfs-v5-dpo-cosine-v2-mkmlizer to finish
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: Downloaded to shared memory in 59.186s
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: Checking if ChaiML/csfs-v5-dpo_cosine already exists in ChaiML
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_vfnp9pl, device:0
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: quantized model in 314.373s
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: Processed model ChaiML/csfs-v5-dpo_cosine in 373.559s
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-cosine-v2/nvidia/tokenizer.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-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-cosine-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-cosine-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v5-dpo-cosine-v2-mkmlizer: 
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Job chaiml-csfs-v5-dpo-cosine-v2-mkmlizer completed after 459.48s with status: succeeded
Stopping job with name chaiml-csfs-v5-dpo-cosine-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.96s
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-dpo-cosine-v2
Waiting for inference service chaiml-csfs-v5-dpo-cosine-v2 to be ready
Inference service chaiml-csfs-v5-dpo-cosine-v2 ready after 150.729816198349s
Pipeline stage MKMLDeployer completed in 151.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.596186876296997s
Received healthy response to inference request in 1.7284269332885742s
Received healthy response to inference request in 2.111703395843506s
Received healthy response to inference request in 1.7559189796447754s
Received healthy response to inference request in 1.696892261505127s
5 requests
0 failed requests
5th percentile: 1.7031991958618165
10th percentile: 1.709506130218506
20th percentile: 1.7221199989318847
30th percentile: 1.7339253425598145
40th percentile: 1.744922161102295
50th percentile: 1.7559189796447754
60th percentile: 1.8982327461242676
70th percentile: 2.04054651260376
80th percentile: 2.2086000919342044
90th percentile: 2.4023934841156005
95th percentile: 2.4992901802062986
99th percentile: 2.5768075370788575
mean time: 1.977825689315796
Pipeline stage StressChecker completed in 11.44s
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 0.69s
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-dpo-cosine_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 4841.43s
Shutdown handler de-registered