Delete folder qwen2.5-0.5b-int8-v1 with huggingface_hub
Browse files
qwen2.5-0.5b-int8-v1/README.md
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---
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library_name: cellm
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tags:
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- mobile
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- rust
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- memory-efficient
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- quantized
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- qwen
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---
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# Qwen2.5 0.5B Instruct (Cellm Int8)
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This folder contains a Cellm-converted Qwen2.5 0.5B model and tokenizer assets, ready for publishing to Hugging Face.
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## Files
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- `qwen2.5-0.5b-int8-v1.cellm`
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- `tokenizer.json`
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- `tokenizer_config.json`
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## Model Details
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- **Base model**: `Qwen/Qwen2.5-0.5B-Instruct`
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- **Format**: `.cellm`
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- **Quantization**: INT8 symmetric weight-only
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- **Size**: ~487 MB
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## Usage (Cellm CLI)
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```bash
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cd /Users/jeff/Desktop/cellm
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./target/release/infer \
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--model models/to-huggingface/qwen2.5-0.5b-int8-v1/qwen2.5-0.5b-int8-v1.cellm \
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--tokenizer models/to-huggingface/qwen2.5-0.5b-int8-v1/tokenizer.json \
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--prompt "what's twitch.com?" \
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--chat \
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--gen 64 \
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--temperature 0 \
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--backend cpu \
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--kv-encoding f16
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```
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## Notes
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- This model required Qwen2.5 runtime parity fixes in `cellm` (optional q/k norm handling and projection bias support) to produce coherent output.
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- Tokenizer consistency was verified against Python/Transformers for special IDs and chat-template tokenization.
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## License
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Please follow the original Qwen model license/terms when redistributing weights.
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qwen2.5-0.5b-int8-v1/qwen2.5-0.5b-int8-v1.cellm
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version https://git-lfs.github.com/spec/v1
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oid sha256:98faeb264613ea7ec57bdaf27bc30fc4f661d24290728e6ca57b03959abe0412
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size 495072704
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qwen2.5-0.5b-int8-v1/tokenizer.json
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qwen2.5-0.5b-int8-v1/tokenizer_config.json
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151646": {
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"content": "<|object_ref_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151647": {
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"content": "<|object_ref_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151648": {
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"content": "<|box_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151649": {
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"content": "<|box_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151650": {
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"content": "<|quad_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151651": {
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"content": "<|quad_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151652": {
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"content": "<|vision_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151653": {
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"content": "<|vision_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151654": {
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"content": "<|vision_pad|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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"151655": {
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"content": "<|image_pad|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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"151656": {
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"content": "<|video_pad|>",
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"lstrip": false,
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"rstrip": false,
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"special": true
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"content": "<tool_call>",
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"lstrip": false,
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"normalized": false,
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"special": false
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"content": "</tool_call>",
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": false
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"151659": {
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"content": "<|fim_prefix|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": false
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},
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"151660": {
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"content": "<|fim_middle|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"special": false
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"151661": {
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"content": "<|fim_suffix|>",
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"lstrip": false,
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"normalized": false,
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"special": false
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"151662": {
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"content": "<|fim_pad|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": false
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},
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"151663": {
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"content": "<|repo_name|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": false
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},
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"151664": {
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"content": "<|file_sep|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": false
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}
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},
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"bos_token": null,
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"chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0]['role'] == 'system' %}\n {{- messages[0]['content'] }}\n {%- else %}\n {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n {%- endif %}\n {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0]['role'] == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {{- '<|im_start|>' + message.role }}\n {%- if message.content %}\n {{- '\\n' + message.content }}\n {%- endif %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- message.content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"model_max_length": 131072,
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"pad_token": "<|endoftext|>",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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