---
id: sm-llm-models
name: "llm-models"
url: https://skills.yangsir.net/skill/sm-llm-models
author: inferen-sh
domain: data-ai
tags: ["Large Language Models (LLM)", "GPT-4", "Claude", "Fine-tuning", "Natural Language Processing (NLP)"]
install_count: 6461
rating: 4.50 (258 reviews)
github: https://github.com/inferen-sh/skills
---

# llm-models

> 专注于大型语言模型（LLM）的开发、部署与优化，提供强大的自然语言处理能力，支持智能问答、内容生成等多种AI应用。

**Stats**: 6,461 installs · 4.5/5 (258 reviews)

## Before / After 对比

### 优化大型语言模型应用与管理

## Readme

# llm-models

# LLM Models via OpenRouter

Access 100+ language models via [inference.sh](https://inference.sh) CLI.

## Quick Start

Requires inference.sh CLI (`infsh`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)

```
infsh login

# Call Claude Sonnet
infsh app run openrouter/claude-sonnet-45 --input '{"prompt": "Explain quantum computing"}'

```

## Available Models

Model
App ID
Best For

Claude Opus 4.5
`openrouter/claude-opus-45`
Complex reasoning, coding

Claude Sonnet 4.5
`openrouter/claude-sonnet-45`
Balanced performance

Claude Haiku 4.5
`openrouter/claude-haiku-45`
Fast, economical

Gemini 3 Pro
`openrouter/gemini-3-pro-preview`
Google's latest

Kimi K2 Thinking
`openrouter/kimi-k2-thinking`
Multi-step reasoning

GLM-4.6
`openrouter/glm-46`
Open-source, coding

Intellect 3
`openrouter/intellect-3`
General purpose

Any Model
`openrouter/any-model`
Auto-selects best option

## Search LLM Apps

```
infsh app list --search "openrouter"
infsh app list --search "claude"

```

## Examples

### Claude Opus (Best Quality)

```
infsh app run openrouter/claude-opus-45 --input '{
  "prompt": "Write a Python function to detect palindromes with comprehensive tests"
}'

```

### Claude Sonnet (Balanced)

```
infsh app run openrouter/claude-sonnet-45 --input '{
  "prompt": "Summarize the key concepts of machine learning"
}'

```

### Claude Haiku (Fast & Cheap)

```
infsh app run openrouter/claude-haiku-45 --input '{
  "prompt": "Translate this to French: Hello, how are you?"
}'

```

### Kimi K2 (Thinking Agent)

```
infsh app run openrouter/kimi-k2-thinking --input '{
  "prompt": "Plan a step-by-step approach to build a web scraper"
}'

```

### Any Model (Auto-Select)

```
# Automatically picks the most cost-effective model
infsh app run openrouter/any-model --input '{
  "prompt": "What is the capital of France?"
}'

```

### With System Prompt

```
infsh app sample openrouter/claude-sonnet-45 --save input.json

# Edit input.json:
# {
#   "system": "You are a helpful coding assistant",
#   "prompt": "How do I read a file in Python?"
# }

infsh app run openrouter/claude-sonnet-45 --input input.json

```

## Use Cases

- **Coding**: Generate, review, debug code

- **Writing**: Content, summaries, translations

- **Analysis**: Data interpretation, research

- **Agents**: Build AI-powered workflows

- **Chat**: Conversational interfaces

## Related Skills

```
# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@infsh-cli

# Web search (combine with LLMs for RAG)
npx skills add inference-sh/skills@web-search

# Image generation
npx skills add inference-sh/skills@ai-image-generation

# Video generation
npx skills add inference-sh/skills@ai-video-generation

```

Browse all apps: `infsh app list`

## Documentation

- [Agents Overview](https://inference.sh/docs/concepts/agents) - Building AI agents

- [Agent SDK](https://inference.sh/docs/api/agent/overview) - Programmatic agent control

- [Building a Research Agent](https://inference.sh/blog/guides/research-agent) - LLM + search integration guide

Weekly Installs4.4KRepository[inferen-sh/skills](https://github.com/inferen-sh/skills)GitHub Stars159First Seen6 days agoSecurity Audits[Gen Agent Trust HubPass](/inferen-sh/skills/llm-models/security/agent-trust-hub)[SocketPass](/inferen-sh/skills/llm-models/security/socket)[SnykPass](/inferen-sh/skills/llm-models/security/snyk)Installed onclaude-code3.5Kgemini-cli3.1Kcodex3.1Kamp3.1Kkimi-cli3.1Kgithub-copilot3.1K

---
*Source: https://skills.yangsir.net/skill/sm-llm-models*
*Markdown mirror: https://skills.yangsir.net/api/skill/sm-llm-models/markdown*