commit 20257967dbe5031627e817dd1e05338380f8f452 Author: ModelHub XC Date: Fri Jul 10 22:23:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: dicta-il/dictalm2.0-instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e70b55e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +dictalm2.0-instruct.F16.gguf filter=lfs diff=lfs merge=lfs -text +dictalm2.0-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e80c394 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +license: apache-2.0 +pipeline_tag: text-generation +language: + - en + - he +tags: +- instruction-tuned +base_model: dicta-il/dictalm2.0 +inference: false +--- + +[](https://dicta.org.il) + + +# Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities + +The DictaLM-2.0-Instruct Large Language Model (LLM) is an instruct fine-tuned version of the [DictaLM-2.0](https://huggingface.co/dicta-il/dictalm2.0) generative model using a variety of conversation datasets. + +For full details of this model please read our [release blog post](https://dicta.org.il/dicta-lm) or the [technical report](https://arxiv.org/abs/2407.07080). + +This is the instruct-tuned model designed for chat in the GGUF format for use with [LM Studio](https://lmstudio.ai/) or [llama.cpp](https://github.com/ggerganov/llama.cpp). You can try the model out on a live demo [here](https://huggingface.co/spaces/dicta-il/dictalm2.0-instruct-demo). + +There are two versions available - float16 precision (`*.F16.gguf`) and 4-bit quantized precision (`*.Q4_K_M.gguf`). + +You can view and access the full collection of base/instruct unquantized/quantized versions of `DictaLM-2.0` [here](https://huggingface.co/collections/dicta-il/dicta-lm-20-collection-661bbda397df671e4a430c27). + +## Instruction format + +In order to leverage instruction fine-tuning, your prompt should be surrounded by `[INST]` and `[/INST]` tokens followed by a line break. The very first instruction should begin with a begin of sentence id. The next instructions should not. The assistant generation will be ended by the end-of-sentence token id. + +E.g. +``` +text = """[INST] איזה רוטב אהוב עליך? [/INST] +טוב, אני די מחבב כמה טיפות מיץ לימון סחוט טרי. זה מוסיף בדיוק את הכמות הנכונה של טעם חמצמץ לכל מה שאני מבשל במטבח![INST] האם יש לך מתכונים למיונז? [/INST]" +``` + +This format is available as a [chat template](https://huggingface.co/docs/transformers/main/chat_templating) via the `apply_chat_template()` method: + +## Using with LM Studio + +When using with LM Studio, just search the hub for "dictalm2.0-instruct-GGUF", and the model in both precisions should appear. + +Make sure to set the chat template correctly - initialize from the `mistral-instruct` template, and add a `\n` in the suffix box, like here: + + + +In addition, the model doesn't support any system prompt, so make sure to remove the system prompt as well. + +## Model Architecture + +DictaLM-2.0-Instruct follows the [Zephyr-7B-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) recipe for fine-tuning an instruct model, with an extended instruct dataset for Hebrew. + +## Limitations + +The DictaLM 2.0 Instruct model is a demonstration that the base model can be fine-tuned to achieve compelling performance. +It does not have any moderation mechanisms. We're looking forward to engaging with the community on ways to +make the model finely respect guardrails, allowing for deployment in environments requiring moderated outputs. + +## Citation + +If you use this model, please cite: + +```bibtex +@misc{shmidman2024adaptingllmshebrewunveiling, + title={Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities}, + author={Shaltiel Shmidman and Avi Shmidman and Amir DN Cohen and Moshe Koppel}, + year={2024}, + eprint={2407.07080}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2407.07080}, +} +``` \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..9f0f76f --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "mistral" +} \ No newline at end of file diff --git a/dictalm2.0-instruct.F16.gguf b/dictalm2.0-instruct.F16.gguf new file mode 100644 index 0000000..5e9b43a --- /dev/null +++ b/dictalm2.0-instruct.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99717af95ada3c2666c15a00523f9f035e629882c23a67654a4bdbda1f0581ca +size 14503633824 diff --git a/dictalm2.0-instruct.Q4_K_M.gguf b/dictalm2.0-instruct.Q4_K_M.gguf new file mode 100644 index 0000000..5aba4d3 --- /dev/null +++ b/dictalm2.0-instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc53cc29a30444677a7760af31f807a61999477c526cdbe6552803259a94c735 +size 4374991808