commit 21745557159427ca46f1d5d2e3880a41564b2536 Author: ModelHub XC Date: Sun Apr 12 22:58:59 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Symbol-LLM-7B-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..85980c2 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +Symbol-LLM-7B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Symbol-LLM-7B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..1e0d68f --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: Symbol-LLM/Symbol-LLM-7B-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Symbol-LLM/Symbol-LLM-7B-Instruct + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.IQ3_XS.gguf) | IQ3_XS | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.IQ3_S.gguf) | IQ3_S | 3.0 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.IQ3_M.gguf) | IQ3_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Symbol-LLM-7B-Instruct-GGUF/resolve/main/Symbol-LLM-7B-Instruct.f16.gguf) | f16 | 13.6 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + + diff --git a/Symbol-LLM-7B-Instruct.IQ3_M.gguf b/Symbol-LLM-7B-Instruct.IQ3_M.gguf new file mode 100644 index 0000000..b2587a6 --- /dev/null +++ b/Symbol-LLM-7B-Instruct.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa77fd8783a72bd8fc97deb3844e6b6f78d41784c65006ee0ee24d15244e277a +size 3114870080 diff --git a/Symbol-LLM-7B-Instruct.IQ3_S.gguf b/Symbol-LLM-7B-Instruct.IQ3_S.gguf new file mode 100644 index 0000000..2f5d83f --- /dev/null +++ b/Symbol-LLM-7B-Instruct.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e03e347ece683361f4b91c0748e7197bdf821a7c888eb13fa3fc5e343e9ce51 +size 2948310336 diff --git a/Symbol-LLM-7B-Instruct.IQ3_XS.gguf b/Symbol-LLM-7B-Instruct.IQ3_XS.gguf new file mode 100644 index 0000000..2e24aed --- /dev/null +++ b/Symbol-LLM-7B-Instruct.IQ3_XS.gguf 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