REPOGEO REPORT · LITE
VinAIResearch/PhoGPT
Default branch main · commit 92f7d303 · scanned 5/30/2026, 3:18:01 PM
GitHub: 792 stars · 75 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface VinAIResearch/PhoGPT, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Emphasize instruction-following capability in README introduction
Why:
CURRENTWe open-source a state-of-the-art 4B-parameter generative model series for Vietnamese, which includes the base pre-trained monolingual model PhoGPT-4B and its chat variant, PhoGPT-4B-Chat. The base model, PhoGPT-4B, with exactly 3.7B parameters, is pre-trained from scratch on a Vietnamese corpus of 102B tokens, with an 8192 context length, employing a vocabulary of 20K token types. The chat variant, PhoGPT-4B-Chat, is the modeling output obtained by fine-tuning PhoGPT-4B on a dataset of 70K instructional prompts and their responses, along with an additional 290K conversations. We demonstrate its superior performance compared to previous open-source models.
COPY-PASTE FIXWe open-source a state-of-the-art 4B-parameter generative model series for Vietnamese, which includes the base pre-trained monolingual model PhoGPT-4B and its chat variant, PhoGPT-4B-Chat, which is specifically designed for instruction following. The base model, PhoGPT-4B, with exactly 3.7B parameters, is pre-trained from scratch on a Vietnamese corpus of 102B tokens, with an 8192 context length, employing a vocabulary of 20K token types. The chat variant, PhoGPT-4B-Chat, is the modeling output obtained by fine-tuning PhoGPT-4B on a dataset of 70K instructional prompts and their responses, along with an additional 290K conversations. We demonstrate its superior performance compared to previous open-source models.
- mediumhomepage#2Add the technical report URL as the repository homepage
Why:
COPY-PASTE FIXhttps://arxiv.org/abs/2310.04673
- lowtopics#3Add 'chat-model' to repository topics
Why:
CURRENTgenerative-pre-trained-transformer, gpt, instruction-following, llm, phogpt, vietnamese, vietnamese-nlp
COPY-PASTE FIXgenerative-pre-trained-transformer, gpt, instruction-following, llm, phogpt, vietnamese, vietnamese-nlp, chat-model
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- ViT5 · recommended 1×
- BLOOM · recommended 1×
- mT5 · recommended 1×
- LLaMA / LLaMA 2 · recommended 1×
- GPT-J · recommended 1×
- CATEGORY QUERYWhat are the best open-source generative language models for Vietnamese text generation?you: #1AI recommended (in order):
- PhoGPT ← you
- ViT5
- BLOOM
- mT5
- LLaMA / LLaMA 2
- GPT-J
Show full AI answer
- CATEGORY QUERYSeeking a large language model capable of instruction following for Vietnamese natural language processing.you: not recommendedAI recommended (in order):
- GPT-4
- GPT-3.5 Turbo
- Claude 3 Opus
- Claude 3 Sonnet
- Gemini 1.5 Pro
- Mistral Large
- ViLLM
AI recommended 7 alternatives but never named VinAIResearch/PhoGPT. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of VinAIResearch/PhoGPT?passAI named VinAIResearch/PhoGPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts VinAIResearch/PhoGPT in production, what risks or prerequisites should they evaluate first?passAI named VinAIResearch/PhoGPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo VinAIResearch/PhoGPT solve, and who is the primary audience?passAI named VinAIResearch/PhoGPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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VinAIResearch/PhoGPT — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite