chaiml-gspo-glm46-combi_11090

developer_uid: chai_backend_admin
submission_id: chaiml-gspo-glm46-combi_11090_v2
model_name: chaiml-gspo-glm46-combi_11090_v2
model_group: ChaiML/gspo-glm46-combin
status: inactive
timestamp: 2026-03-12T17:37:55+00:00
num_battles: 7156
num_wins: 3863
celo_rating: 1322.08
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gspo-glm46-combine-rm55-step200
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-gspo-glm46-combi_11090_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/gspo-glm46-combine-rm55-step200
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-12
win_ratio: 0.5398267188373393
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 60, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', '<|user|>', '</s>', '<|assistant|>', '####'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}.<|user|>\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '<|assistant|>\n<think></think>\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
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run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-gspo-glm46-combi-11090-v2-uploader
Waiting for job on chaiml-gspo-glm46-combi-11090-v2-uploader to finish
chaiml-gspo-glm46-combi-11090-v2-uploader: Using quantization_mode: fp8
2026-03-12T01:06:00.490717+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
chaiml-gspo-glm46-combi-11090-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-gspo-glm46-combi-11090-v2-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step200-FP8...
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-gspo-glm46-combi-49459-v1-uploader
Waiting for job on chaiml-gspo-glm46-combi-49459-v1-uploader to finish
chaiml-gspo-glm46-combi-49459-v1-uploader: Using quantization_mode: fp8
chaiml-gspo-glm46-combi-49459-v1-uploader: Checking if ChaiML/gspo-glm46-combine-rm55-step150-FP8 already exists in ChaiML
chaiml-gspo-glm46-combi-49459-v1-uploader: Downloading snapshot of ChaiML/gspo-glm46-combine-rm55-step150...
2026-03-12T01:07:00.578293+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:07:07.649047+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
2026-03-12T01:08:00.705755+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:08:07.774372+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
chaiml-gspo-glm46-combi-11090-v2-uploader: Downloaded in 164.408s
chaiml-gspo-glm46-combi-11090-v2-uploader: Processed model ChaiML/gspo-glm46-combine-rm55-step200 in 167.850s
chaiml-gspo-glm46-combi-11090-v2-uploader: creating bucket guanaco-vllm-models
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-gspo-glm46-combi-11090-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-gspo-glm46-combi-11090-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-gspo-glm46-combi-11090-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-gspo-glm46-combi-11090-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-gspo-glm46-combi-11090-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-gspo-glm46-combi-11090-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-gspo-glm46-combi-11090-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/generation_config.json
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/chat_template.jinja
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/config.json
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/.gitattributes
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/recipe.yaml
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/special_tokens_map.json
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/tokenizer_config.json
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/model.safetensors.index.json
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/tokenizer.json
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2026-03-12T01:10:00.980744+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
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chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/model-00040-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/model-00040-of-00072.safetensors
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/model-00002-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/model-00002-of-00072.safetensors
chaiml-gspo-glm46-combi-11090-v2-uploader: cp /dev/shm/model_output/model-00004-of-00072.safetensors s3://guanaco-vllm-models/chaiml-gspo-glm46-combi-11090-v2/default/model-00004-of-00072.safetensors
2026-03-12T01:10:08.035366+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
Job chaiml-gspo-glm46-combi-11090-v2-uploader completed after 321.72s with status: succeeded
Stopping job with name chaiml-gspo-glm46-combi-11090-v2-uploader
Pipeline stage VLLMUploader completed in 322.42s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.10s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-gspo-glm46-combi-11090-v2
Waiting for inference service chaiml-gspo-glm46-combi-11090-v2 to be ready
2026-03-12T01:11:01.149736+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:11:08.218690+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
chaiml-gspo-glm46-combi-49459-v1-uploader: Downloaded in 263.628s
chaiml-gspo-glm46-combi-49459-v1-uploader: Loading /tmp/model_input...
chaiml-gspo-glm46-combi-49459-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-gspo-glm46-combi-49459-v1-uploader: `torch_dtype` is deprecated! Use `dtype` instead!
2026-03-12T01:12:01.312502+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:12:08.372208+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
chaiml-gspo-glm46-combi-49459-v1-uploader: Some parameters are on the meta device because they were offloaded to the cpu.
chaiml-gspo-glm46-combi-49459-v1-uploader: Applying quantization...
chaiml-gspo-glm46-combi-49459-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-gspo-glm46-combi-49459-v1-uploader: 2026-03-11T18:12:06.422209-0700 | reset | INFO - Compression lifecycle reset
chaiml-gspo-glm46-combi-49459-v1-uploader: 2026-03-11T18:12:06.490515-0700 | from_modifiers | INFO - Creating recipe from modifiers
2026-03-12T01:13:01.498541+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
chaiml-gspo-glm46-combi-49459-v1-uploader: 2026-03-11T18:13:03.864416-0700 | initialize | INFO - Compression lifecycle initialized for 1 modifiers
chaiml-gspo-glm46-combi-49459-v1-uploader: 2026-03-11T18:13:03.864879-0700 | IndependentPipeline | INFO - Inferred `DataFreePipeline` for `QuantizationModifier`
2026-03-12T01:13:08.527905+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
chaiml-gspo-glm46-combi-49459-v1-uploader: Some parameters are on the meta device because they were offloaded to the cpu.
2026-03-12T01:14:01.701247+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:14:08.703105+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
2026-03-12T01:15:01.887830+00:00 monitor updated for chaiml-gspo-glm46-combi_11090_v2
2026-03-12T01:15:08.868787+00:00 monitor updated for chaiml-gspo-glm46-combi_49459_v1
chaiml-gspo-glm46-combi_11090_v2 status is now deployed due to DeploymentManager action
chaiml-gspo-glm46-combi_11090_v2 status is now inactive due to system request