65 lines
2.1 KiB
Markdown
65 lines
2.1 KiB
Markdown
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---
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language: ru
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library_name: mlx
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pipeline_tag: text-generation
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tags:
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- mlx
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- gguf
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- safetensors
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- qwen2
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- qwen2.5-coder
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- bitrix
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- 1c-bitrix
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- qlora
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- text-generation-inference
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- endpoints_compatible
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- 8-bit
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---
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# BX-GURU v6 — Qwen2.5-Coder-14B-Bitrix-Developer
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**Подробная статья на русском:** [bazarow.ru/blog-note/16997/](https://bazarow.ru/blog-note/16997/) — история создания, 5 версий Devstral, почему перешли на Qwen.
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QLoRA fine-tune of Qwen2.5-Coder-14B-Instruct (8-bit). Specialized in 1C-Bitrix BUS: D7 ORM, events, components, Highload-blocks, Router, REST API, agents, SQL.
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## Formats
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| Format | File | Usage |
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|--------|------|-------|
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| 🍎 **MLX** (safetensors) | `model-*-of-*.safetensors` | Mac Apple Silicon (mlx-lm, LM Studio MLX) |
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| 🏭 **GGUF** Q8_0 | `bxguru_v6_Q8_0.gguf` | LM Studio GGUF, Ollama, llama.cpp |
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## How to use
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### LM Studio
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Search `MihailBazarov/qwen2.5-coder-14b-bitrix-developer` in LM Studio. Both MLX and GGUF versions are available:
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- **MLX** → uses `model-*-of-*.safetensors` (native Apple Silicon)
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- **GGUF** → uses `bxguru_v6_Q8_0.gguf` (broader compatibility)
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System prompt: *"Ты — BX-GURU, Senior Bitrix fullstack разработчик. Знаешь D7 ORM, компоненты, события, модули, AJAX-контроллеры, инфоблоки, Highload-блоки, Router, REST API, админку."*
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### Ollama
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```bash
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ollama create bxguru -f - << 'EOF'
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FROM ./bxguru_v6_Q8_0.gguf
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SYSTEM "Ты — BX-GURU, Senior Bitrix fullstack разработчик."
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EOF
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ollama run bxguru
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```
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## Capabilities
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- D7 ORM: `ElementTable::getList()`, `SectionTable`, filters, sorting, `ExpressionField`, `ReferenceField`
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- Events: `EventManager::addEventHandler()`, `OnBefore/OnAfter` handlers
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- Highload-blocks: `HighloadBlockTable::compileEntity()`
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- REST API, routing, AJAX controllers
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- Agents & CRON: `CAgent::AddAgent()`
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- SQL: JOIN, GROUP BY, subqueries
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## Links
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- Source code & training guide: [gitverse](https://gitverse.ru/mibazarow/devstral-small-24b-senior-bitrix-developer)
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