commit 6d61db24b5c264950beb195ff68bb4bb5d85f20f Author: ModelHub XC Date: Thu Apr 9 14:28:23 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0d14482 --- /dev/null +++ b/.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 +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LLDS-A-GRPO-Qwen2.5-3B-Base-MA.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.IQ4_XS.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.IQ4_XS.gguf new file mode 100644 index 0000000..228f49e --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5dc273bafd709aec5b552b1792a05a18c44bdf723cc284e383733df78b54567 +size 1918491872 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q2_K.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q2_K.gguf new file mode 100644 index 0000000..53f3522 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c946741af5da9d2b27640c2860d6d29e5376b8af025f40d334edc25ce2488e97 +size 1376857312 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_L.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_L.gguf new file mode 100644 index 0000000..67d1122 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd6dcfe487bef4e611b0481f1ccddd10843a5b2390bf48c6569591197a8d9121 +size 1841095904 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_M.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_M.gguf new file mode 100644 index 0000000..2ab5676 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db1341f5662cc4fccb1d637acb2f41111b33f4dfdd85a628f52a457dd605cb09 +size 1724179680 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_S.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_S.gguf new file mode 100644 index 0000000..4aa51d0 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72c1ec92590a224b84d49c774f32a93874b8a558d483a1d4881b5fd93709ae50 +size 1588061408 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_M.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_M.gguf new file mode 100644 index 0000000..893c49a --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8422be2a103c0fdc19228baf096baa2a237bc049dab019ba34f58cf820bc2f72 +size 2104933600 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_S.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_S.gguf new file mode 100644 index 0000000..0d0d9c3 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c749318c07ecd0f530add8ed3f8e186da49565af905a80e8c6a5948a02db03f8 +size 2009414880 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_M.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_M.gguf new file mode 100644 index 0000000..3444bfb --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbf89426608d3581fd35bcb3d16a7708fd91746604b26b298a685a7dc79d508d +size 2438741216 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_S.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_S.gguf new file mode 100644 index 0000000..2b677dd --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:758761964eaf4a20f6fd3553eb11a2f0b7433e10370bcf79c9cb138ad47a3a4b +size 2383592672 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q6_K.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q6_K.gguf new file mode 100644 index 0000000..04626e5 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:512087b6cb3dc0a7d5058596922fa4de39afb0dd917a7a6951619f76d250a23e +size 2793411808 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q8_0.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q8_0.gguf new file mode 100644 index 0000000..69a178d --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0648d8a43d53ac2e28964a90c94a7797f5034437e46bcae02d83c3b577eb675 +size 3616089312 diff --git a/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.f16.gguf b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.f16.gguf new file mode 100644 index 0000000..c1751a7 --- /dev/null +++ b/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4da70e012dfd322c65414985a7f5779a2fc517312b48985e21249bfa432122f +size 6800647392 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9340e57 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: SEGAgentRL/LLDS-A-GRPO-Qwen2.5-3B-Base-MA +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- Search +- QuestionAnswering +--- +## About + + + + + + + + + +static quants of https://huggingface.co/SEGAgentRL/LLDS-A-GRPO-Qwen2.5-3B-Base-MA + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-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/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.IQ4_XS.gguf) | IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_S.gguf) | Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q5_K_M.gguf) | Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q6_K.gguf) | Q6_K | 2.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LLDS-A-GRPO-Qwen2.5-3B-Base-MA-GGUF/resolve/main/LLDS-A-GRPO-Qwen2.5-3B-Base-MA.f16.gguf) | f16 | 6.9 | 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. + +