gryphe-pantheon-rp-1-6-_28075

developer_uid: zmeeks

submission_id: gryphe-pantheon-rp-1-6-_28075_v6

model_name: kto-115-095_k4

model_group: Gryphe/Pantheon-RP-1.6-1

status: torndown

timestamp: 2025-06-29T20:51:01+00:00

num_battles: 6656

num_wins: 3259

celo_rating: 1260.68

family_friendly_score: 0.5726

family_friendly_standard_error: 0.006996130930735931

submission_type: basic

model_repo: Gryphe/Pantheon-RP-1.6-12b-Nemo-KTO

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5997668145798831, 'latency_mean': 1.6672173142433167, 'latency_p50': 1.6722676753997803, 'latency_p90': 1.8358135700225828}, {'batch_size': 3, 'throughput': 1.0729787366300494, 'latency_mean': 2.7893397331237795, 'latency_p50': 2.7920480966567993, 'latency_p90': 3.080870175361633}, {'batch_size': 5, 'throughput': 1.2864157591230363, 'latency_mean': 3.863850761651993, 'latency_p50': 3.869162082672119, 'latency_p90': 4.31976284980774}, {'batch_size': 6, 'throughput': 1.3414861420468618, 'latency_mean': 4.447192373275757, 'latency_p50': 4.480918288230896, 'latency_p90': 4.981673860549927}, {'batch_size': 8, 'throughput': 1.4066786855641067, 'latency_mean': 5.636676331758499, 'latency_p50': 5.675788879394531, 'latency_p90': 6.333257508277893}, {'batch_size': 10, 'throughput': 1.4480777148316253, 'latency_mean': 6.845931187868119, 'latency_p50': 6.888530850410461, 'latency_p90': 7.741711950302124}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: kto-115-095_k4

is_internal_developer: False

language_model: Gryphe/Pantheon-RP-1.6-12b-Nemo-KTO

model_size: 13B

ranking_group: single

throughput_3p7s: 1.27

us_pacific_date: 2025-06-29

win_ratio: 0.48963341346153844

generation_params: {'temperature': 1.15, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 4, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

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 gryphe-pantheon-rp-1-6-28075-v6-mkmlizer
Waiting for job on gryphe-pantheon-rp-1-6-28075-v6-mkmlizer to finish
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gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║                                                                     ║
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gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║                                                                     ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Version: 0.29.3                                                    ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  https://mk1.ai                                                     ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║                                                                     ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  belonging to:                                                      ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║                                                                     ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Chai Research Corp.                                                ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ║                                                                     ║
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: Downloaded to shared memory in 30.213s
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: Checking if Gryphe/Pantheon-RP-1.6-12b-Nemo-KTO already exists in ChaiML
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj8e1uc8v, device:0
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: quantized model in 31.216s
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: Processed model Gryphe/Pantheon-RP-1.6-12b-Nemo-KTO in 61.511s
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: creating bucket guanaco-mkml-models
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6/config.json
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6/special_tokens_map.json
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6/tokenizer_config.json
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6/tokenizer.json
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/gryphe-pantheon-rp-1-6-28075-v6/flywheel_model.0.safetensors
gryphe-pantheon-rp-1-6-28075-v6-mkmlizer: 
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Job gryphe-pantheon-rp-1-6-28075-v6-mkmlizer completed after 85.03s with status: succeeded
Stopping job with name gryphe-pantheon-rp-1-6-28075-v6-mkmlizer
Pipeline stage MKMLizer completed in 85.59s
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Running pipeline stage MKMLDeployer
Creating inference service gryphe-pantheon-rp-1-6-28075-v6
Waiting for inference service gryphe-pantheon-rp-1-6-28075-v6 to be ready
Inference service gryphe-pantheon-rp-1-6-28075-v6 ready after 202.16992163658142s
Pipeline stage MKMLDeployer completed in 202.63s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2080178260803223s
Received healthy response to inference request in 1.8075706958770752s
Received healthy response to inference request in 1.7356746196746826s
Received healthy response to inference request in 1.628000020980835s
Received healthy response to inference request in 1.9429028034210205s
5 requests
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5th percentile: 1.6495349407196045
10th percentile: 1.671069860458374
20th percentile: 1.714139699935913
30th percentile: 1.750053834915161
40th percentile: 1.7788122653961183
50th percentile: 1.8075706958770752
60th percentile: 1.8617035388946532
70th percentile: 1.9158363819122315
80th percentile: 1.995925807952881
90th percentile: 2.1019718170166017
95th percentile: 2.154994821548462
99th percentile: 2.19741322517395
mean time: 1.864433193206787
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Running pipeline stage OfflineFamilyFriendlyScorer
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