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Open Source Model Profile · 68g34eg

Qwen2.5-0.5B-Instruct-Gensyn-Swarm-dense_carnivorous_caterpillar

This 68g34eg model is a 494M-parameter Qwen2 text-generation fine-tune. According to the model card, it is a fine-tuned version of Gensyn/Qwen2.5-0.5B-Instruct.

Publisher
68g34eg
Task
text-generation
Model type
qwen2
License
Unknown
Library
transformers
Publication status
Accepted · not indexed

Model overview

The model is published by 68g34eg as a Qwen2 text-generation fine-tune. The captured configuration identifies Qwen2ForCausalLM with a qwen2 model type, and Safetensors metadata reports 494,032,768 parameters. According to the model card, it is a fine-tuned version of Gensyn/Qwen2.5-0.5B-Instruct trained using TRL.

Recorded capabilities

Gensyn base linkage

Hub tags name Gensyn/Qwen2.5-0.5B-Instruct as the base model and fine-tune source. According to the model card, this record is its fine-tuned version.

TRL and GRPO method

Hub tags include trl, grpo, rl-swarm, and gensyn. According to the model card, the model was trained using TRL with GRPO from the DeepSeekMath reasoning work.

Documented pipeline example

According to the model card, a transformers text-generation pipeline example runs the model on a user turn with up to 128 new tokens.

Use cases in the source record

  • Small-model text-generation experiments using the documented transformers pipeline pattern.
  • GRPO and RL-swarm fine-tune inspection where the tags and card name the TRL and GRPO method.

Limitations and unknowns

  • No license value was extracted from this record.
  • No evaluation results, context-window value, dataset names, epochs, or hardware requirements were extracted beyond the named TRL and GRPO frameworks.
  • The GRPO description cites an external reasoning paper; Ethen did not independently verify the training configuration.
  • Provider state is historical snapshot data, not independently refreshed current availability.

Source and provenance

Source: 68g34eg/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-dense_carnivorous_caterpillar

Captured: Unknown. Processed: 2026-09-07T19:35:02.088740+00:00.

Model Card for Qwen2.5-0.5B-Instruct-Gensyn-Swarm-dense_carnivorous_caterpillar This model is a fine-tuned version of Gensyn/Qwen2.5-0.5B-Instruct . It has been trained using TRL . Quick start from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline( "text-generation" , model= "68g34eg/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-dense_carnivorous_caterpillar" , device= "cuda" ) output = generator([{ "role" : "user" , "content" : question}], max_new_tokens= 128 , return_full_text= False )[ 0 ] print (output[…

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