Ross ROSS = Recommend OSS · open-source software intelligence for agents

Tele-AI/Telechat

None observed · 2026-08-28

github.com/Tele-AI/Telechat · Python observed · 2026-08-28

Health v2 · maintenance only

67/100

  • Activity 91
  • Release rhythm 35
  • Longevity 69

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 969
  • days_rel: n/a
  • days_push: 55
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1853 stars · 100 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

TeleChat is a family of open-source bilingual (Chinese-English) large language models (1B, 7B, 12B) developed by China Telecom's AI team, released with Hugging Face-format weights, int8/int4 quantized versions, and a 1T-token Chinese training dataset. The repository provides inference, deployment (including vLLM), fine-tuning, and quantization tooling for the models.

Use cases

  • run a chinese-english chat llm locally
  • deploy a 7B or 12B language model with vllm
  • fine-tune an open-source chinese llm
  • quantize a large language model to int8 or int4
  • download pretrained chinese llm weights for huggingface
  • build a chatbot on an open chinese base model
  • serve an llm on domestic chinese hardware

When to choose

  • you need a strong open-weight Chinese-language chat model
  • you want multiple model sizes (1B/7B/12B) with quantized variants
  • you need vLLM-based serving or fine-tuning recipes for the model
  • you want the accompanying large-scale Chinese training dataset

When to avoid

  • you need a permissive license - no license is specified in the repo
  • you need a frontier multilingual model rather than Chinese/English focus
  • you want a managed API rather than self-hosted weights

Facets

library · maturity active

llm-inference llm-training machine-learning deep-learning large-language-models artificial-intelligence machine-learning python llm chinese-language-model model-weights quantization vllm huggingface chat-model decoder-only telechat natural-language-processing gpu linux docker

1 source

Member repositories

RepositoryRoleHealth v2
Tele-AI/Telechatmain67

For agents

markdown · JSON · MCP: product_card(name="Tele-AI/Telechat")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem