developer_uid: acehao-chai
submission_id: chaiml-grpo-q235b-opusd-_5942_v1
model_name: chaiml-grpo-q235b-opusd-_5942_v1
model_group: ChaiML/grpo-q235b-opusd-
status: torndown
timestamp: 2026-02-23T00:01:56+00:00
num_battles: 11877
num_wins: 6369
celo_rating: 1346.43
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras
model_architecture: Qwen3MoeForCausalLM
model_num_parameters: 18790207488.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-grpo-q235b-opusd-_5942_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-19
win_ratio: 0.5362465269007325
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|assistant|>', '<|im_end|>', '####', '<|user|>', '</think>', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "<|im_start|>system\n{bot_name}'s persona: {memory}<|im_end|>\n", 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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 VLLMUploader
Starting job with name chaiml-grpo-q235b-opusd-5942-v1-uploader
Waiting for job on chaiml-grpo-q235b-opusd-5942-v1-uploader to finish
chaiml-grpo-q235b-opusd-5942-v1-uploader: Using quantization_mode: w4a16
chaiml-grpo-q235b-opusd-5942-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-5942-v1-uploader: Downloading snapshot of ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras...
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-5942-v1-uploader: The tokenizer you are loading from '/tmp/model_input' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-grpo-q235b-opusd-5942-v1-uploader: 2026-02-19 13:02:20 WARNING modeling_utils.py L4670: `torch_dtype` is deprecated! Use `dtype` instead!
chaiml-grpo-q235b-opusd-5942-v1-uploader: 2026-02-19 13:02:30 INFO base.py L366: using torch.bfloat16 for quantization tuning
chaiml-grpo-q235b-opusd-5942-v1-uploader: 2026-02-19 13:02:34 INFO base.py L1145: start to compute imatrix
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/local/lib/python3.12/dist-packages/torch/backends/cuda/__init__.py:131: UserWarning: Please use the new API settings to control TF32 behavior, such as torch.backends.cudnn.conv.fp32_precision = 'tf32' or torch.backends.cuda.matmul.fp32_precision = 'ieee'. Old settings, e.g, torch.backends.cuda.matmul.allow_tf32 = True, torch.backends.cudnn.allow_tf32 = True, allowTF32CuDNN() and allowTF32CuBLAS() will be deprecated after Pytorch 2.9. Please see https://pytorch.org/docs/main/notes/cuda.html#tensorfloat-32-tf32-on-ampere-and-later-devices (Triggered internally at /pytorch/aten/src/ATen/Context.cpp:80.)
chaiml-grpo-q235b-opusd-5942-v1-uploader:   return torch._C._get_cublas_allow_tf32()
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-5942-v1-uploader: W0219 13:03:28.749000 7 torch/_dynamo/convert_frame.py:1358] [6/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-opusd-5942-v1-uploader: W0219 13:03:28.749000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    function: 'forward' (/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_moe/modeling_qwen3_moe.py:208)
chaiml-grpo-q235b-opusd-5942-v1-uploader: W0219 13:03:28.749000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    last reason: 6/7: self._modules['up_proj'].imatrix_cnt == 1341             # module.imatrix_cnt += input.shape[0]  # auto_round/compressors/base.py:1179 in get_imatrix_hook (HINT: torch.compile considers integer attributes of the nn.Module to be static. If you are observing recompilation, you might want to make this integer dynamic using torch._dynamo.config.allow_unspec_int_on_nn_module = True, or convert this integer into a tensor.)
chaiml-grpo-q235b-opusd-5942-v1-uploader: W0219 13:03:28.749000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-opusd-5942-v1-uploader: W0219 13:03:28.749000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To diagnose recompilation issues, see https://pytorch.org/docs/main/torch.compiler_troubleshooting.html
chaiml-grpo-q235b-opusd-5942-v1-uploader: 2026-02-19 13:03:49 WARNING gguf.py L297: please use more data via setting `nsamples` to improve accuracy as calibration activations contain 0
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-q235b-opusd-5942-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-5942-v1-uploader: Creating repo ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras-W4A16 and uploading /dev/shm/model_output to it
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:16:13 (0:00:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 11/38 (26.1M/131.9G) | pre-uploaded: 0/1 (0.0/131.9G) (+27 unsure) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 27 | get upload mode: 0 | pre-uploading: 1 | committing: 0 | waiting: 98
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-5942-v1-uploader: 







chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:17:13 (0:01:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 2/28 (1.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 26 | committing: 0 | waiting: 100
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-5942-v1-uploader:                              







chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:18:13 (0:02:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 10/28 (41.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 18 | committing: 0 | waiting: 108
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-5942-v1-uploader:                              







chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:19:13 (0:03:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 18/28 (81.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 10 | committing: 0 | waiting: 116
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-5942-v1-uploader:                              







chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:20:13 (0:04:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 19/28 (86.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 9 | committing: 0 | waiting: 117
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-5942-v1-uploader:                              







chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------- 2026-02-19 14:21:13 (0:05:00) ----------
chaiml-grpo-q235b-opusd-5942-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 28/28 (131.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-5942-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 0 | committing: 1 | waiting: 125
chaiml-grpo-q235b-opusd-5942-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-5942-v1-uploader:                              Processed model ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-low-kl-averaged-loras in 4964.223s
chaiml-grpo-q235b-opusd-5942-v1-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-q235b-opusd-5942-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-q235b-opusd-5942-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-q235b-opusd-5942-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-q235b-opusd-5942-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/tokenizer_config.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/generation_config.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/special_tokens_map.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/config.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/chat_template.jinja
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/quantization_config.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/added_tokens.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/vocab.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/merges.txt
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/model.safetensors.index.json
chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/tokenizer.json
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chaiml-grpo-q235b-opusd-5942-v1-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-5942-v1/default/model-00020-of-00027.safetensors
Job chaiml-grpo-q235b-opusd-5942-v1-uploader completed after 5054.26s with status: succeeded
Stopping job with name chaiml-grpo-q235b-opusd-5942-v1-uploader
Pipeline stage VLLMUploader completed in 5054.89s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-q235b-opusd-5942-v1
Waiting for inference service chaiml-grpo-q235b-opusd-5942-v1 to be ready
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-grpo-q235b-opusd-5942-v1 ready after 372.30576634407043s
Pipeline stage VLLMDeployer completed in 373.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.017080307006836s
Received healthy response to inference request in 1.9346294403076172s
Received healthy response to inference request in 2.3327383995056152s
Received healthy response to inference request in 1.9363348484039307s
Received healthy response to inference request in 2.3226001262664795s
Received healthy response to inference request in 1.854111671447754s
Received healthy response to inference request in 1.8542406558990479s
Received healthy response to inference request in 2.175966262817383s
Received healthy response to inference request in 2.304182529449463s
Received healthy response to inference request in 2.2191407680511475s
Received healthy response to inference request in 2.0906169414520264s
Received healthy response to inference request in 2.632535457611084s
Received healthy response to inference request in 2.2509424686431885s
Received healthy response to inference request in 2.535015344619751s
Received healthy response to inference request in 2.087947368621826s
Received healthy response to inference request in 2.1134402751922607s
Received healthy response to inference request in 2.1275928020477295s
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Received healthy response to inference request in 2.0876851081848145s
Received healthy response to inference request in 2.2821249961853027s
Received healthy response to inference request in 2.113086700439453s
Received healthy response to inference request in 1.9118680953979492s
Received healthy response to inference request in 2.031078815460205s
Received healthy response to inference request in 2.0277366638183594s
Received healthy response to inference request in 2.0560734272003174s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 1.9284539222717285s
Received healthy response to inference request in 1.898481845855713s
Received healthy response to inference request in 2.246880292892456s
Received healthy response to inference request in 2.036233425140381s
Received healthy response to inference request in 1.920334815979004s
Received healthy response to inference request in 2.00034499168396s
30 requests
0 failed requests
5th percentile: 1.8741491913795472
10th percentile: 1.9105294704437257
20th percentile: 1.9333943367004394
30th percentile: 2.012059712409973
40th percentile: 2.0341715812683105
50th percentile: 2.0878162384033203
60th percentile: 2.113228130340576
70th percentile: 2.188918614387512
80th percentile: 2.2571789741516115
90th percentile: 2.3236139535903932
95th percentile: 2.443990719318389
99th percentile: 2.6042546248435974
mean time: 2.1109832922617593
Pipeline stage StressChecker completed in 69.60s
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 0.75s
Shutdown handler de-registered
chaiml-grpo-q235b-opusd-_5942_v1 status is now deployed due to DeploymentManager action
chaiml-grpo-q235b-opusd-_5942_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-q235b-opusd-_5942_v1 status is now torndown due to DeploymentManager action