初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,47 @@
+*.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
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.f16.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88d04fa6b5ed6571654163a6b98de45d089677fba1bbb191caee215d47b5dda0
+size 4250300864

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf55e13343ac759d7fb73df2e5921ceb4aba38bfe31f305cc8daf72d8d72aae0
+size 3015942592

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91557c9b867905dc8b0aa2aa9e65dd5453de41df64f24b83aa3f0463dd067515
+size 4088461760

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cf6eab254760984dcd3534246b70092117d467163367a4fdc93bd063230f1a5
+size 3808393664

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c04ccefa0fbdce2b8a04658e99e8bb2a387a7cdbe957180c3f993e6c02efefc1
+size 3492370880

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e97376f306946a9fd57e3cfaea91ff79b3aaf5becf823a40d44572824098f5cc
+size 4683076032

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe60caa694d8346a5798c0365e21bee14bfaaf75fcc2a75f65fde966fb023b7
+size 4457771456

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f879fcdb1a53eb09ae5f98edf0eed9c4d948ef3a597ad7a0a6b21c0566e664a1
+size 5444833728

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c877b96bdcdb1a42877683829d4ad13b13267ce06d28510ff40e7142f91f9323
+size 5315178944

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff216d052f3cf899dcac04cc2dddd74e24ea12717c0bcc1b1fb65d1bcf4aa6ff
+size 6254201280

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e8d5470de3881e3cccff1711d481de5e4252e16bfdb86c47d1ae311844acb5c
+size 8098527680

Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2483997e619637f282a9d69dbf7e0491cdb2ce180a3b0404167cca25ae7d2ddb
+size 15237855680

README.md

@@ -0,0 +1,72 @@
+---
+base_model: Allen-UQ/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens
+datasets: Allen-UQ/cora_wo_nei
+language:
+- en
+library_name: transformers
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- generated_from_trainer
+- open-r1
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags:  -->
+static quants of https://huggingface.co/Allen-UQ/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF).***
+
+weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
+## 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/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q2_K.gguf) | Q2_K | 3.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_S.gguf) | Q3_K_S | 3.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q3_K_L.gguf) | Q3_K_L | 4.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.IQ4_XS.gguf) | IQ4_XS | 4.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_S.gguf) | Q5_K_S | 5.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q5_K_M.gguf) | Q5_K_M | 5.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens-GGUF/resolve/main/Qwen2.5-7B-Instruct-GRPO-Nei-Tokens.f16.gguf) | f16 | 15.3 | 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.
+
+<!-- end -->