nischaydnk-qwen-dpo-v7-rp-v1

developer_uid: NischayDnk

submission_id: nischaydnk-qwen-dpo-v7-rp-v1_v1

model_name: qwen-ft-dpov1

model_group: NischayDnk/qwen-dpo-v7-r

status: torndown

timestamp: 2025-02-20T03:14:09+00:00

num_battles: 5438

num_wins: 2458

celo_rating: 1230.43

family_friendly_score: 0.7186

family_friendly_standard_error: 0.0063594660153192106

submission_type: basic

model_repo: NischayDnk/qwen-dpo-v7-rp-v1

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14769689600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.47012727389476155, 'latency_mean': 2.1270161485671997, 'latency_p50': 2.138011932373047, 'latency_p90': 2.3557591438293457}, {'batch_size': 3, 'throughput': 0.8836601144703551, 'latency_mean': 3.3844642388820647, 'latency_p50': 3.3814462423324585, 'latency_p90': 3.744803738594055}, {'batch_size': 5, 'throughput': 1.075236765760263, 'latency_mean': 4.6283862590789795, 'latency_p50': 4.674747943878174, 'latency_p90': 5.232315373420715}, {'batch_size': 6, 'throughput': 1.1423617413272265, 'latency_mean': 5.215107392072678, 'latency_p50': 5.165097236633301, 'latency_p90': 5.809299087524414}, {'batch_size': 10, 'throughput': 1.2250362305076186, 'latency_mean': 8.096952583789825, 'latency_p50': 8.138863682746887, 'latency_p90': 9.021057629585266}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: qwen-ft-dpov1

is_internal_developer: False

language_model: NischayDnk/qwen-dpo-v7-rp-v1

model_size: 15B

ranking_group: single

throughput_3p7s: 0.95

us_pacific_date: 2025-02-19

win_ratio: 0.4520044133872747

generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['[/INST]', '\nYou:', '<|im_end|>', '</s>', '\n\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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 nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer
Waiting for job on nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer to finish
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║                                                                     ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║                                                                     ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║                                                                     ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ║                                                                     ║
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: Downloaded to shared memory in 65.075s
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsud59fhz, device:0
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: quantized model in 38.378s
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: Processed model NischayDnk/qwen-dpo-v7-rp-v1 in 103.454s
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/config.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/added_tokens.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/special_tokens_map.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/tokenizer_config.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/merges.txt
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/vocab.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/tokenizer.json
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/flywheel_model.1.safetensors
nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-qwen-dpo-v7-rp-v1-v1/flywheel_model.0.safetensors
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Job nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer completed after 134.98s with status: succeeded
Stopping job with name nischaydnk-qwen-dpo-v7-rp-v1-v1-mkmlizer
Pipeline stage MKMLizer completed in 135.46s
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Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service nischaydnk-qwen-dpo-v7-rp-v1-v1
Waiting for inference service nischaydnk-qwen-dpo-v7-rp-v1-v1 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v391: ('http://alexdaoud-trainer-humof-91326-v2-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:42094->127.0.0.1:8080: read: connection reset by peer\n')
Inference service nischaydnk-qwen-dpo-v7-rp-v1-v1 ready after 220.89518523216248s
Pipeline stage MKMLDeployer completed in 221.45s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7129576206207275s
Received healthy response to inference request in 1.8773396015167236s
Received healthy response to inference request in 2.1677677631378174s
Received healthy response to inference request in 2.1813888549804688s
Received healthy response to inference request in 1.9423158168792725s
5 requests
0 failed requests
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95th percentile: 2.6066438674926755
99th percentile: 2.6916948699951173
mean time: 2.176353931427002
Pipeline stage StressChecker completed in 12.75s
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Evaluating %s Family Friendly Score with %s threads
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