From 29bfb12ce62797ee19d1ad386801d2d607ab6d32 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 30 Apr 2026 15:34:54 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/FinSenti-Qwen3-4B-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ FinSenti-Qwen3-4B.IQ4_XS.gguf | 3 ++ FinSenti-Qwen3-4B.Q2_K.gguf | 3 ++ FinSenti-Qwen3-4B.Q3_K_L.gguf | 3 ++ FinSenti-Qwen3-4B.Q3_K_M.gguf | 3 ++ FinSenti-Qwen3-4B.Q3_K_S.gguf | 3 ++ FinSenti-Qwen3-4B.Q4_K_M.gguf | 3 ++ FinSenti-Qwen3-4B.Q4_K_S.gguf | 3 ++ FinSenti-Qwen3-4B.Q5_K_M.gguf | 3 ++ FinSenti-Qwen3-4B.Q5_K_S.gguf | 3 ++ FinSenti-Qwen3-4B.Q6_K.gguf | 3 ++ FinSenti-Qwen3-4B.Q8_0.gguf | 3 ++ FinSenti-Qwen3-4B.f16.gguf | 3 ++ README.md | 84 +++++++++++++++++++++++++++++++++++ 14 files changed, 167 insertions(+) create mode 100644 .gitattributes create mode 100644 FinSenti-Qwen3-4B.IQ4_XS.gguf create mode 100644 FinSenti-Qwen3-4B.Q2_K.gguf create mode 100644 FinSenti-Qwen3-4B.Q3_K_L.gguf create mode 100644 FinSenti-Qwen3-4B.Q3_K_M.gguf create mode 100644 FinSenti-Qwen3-4B.Q3_K_S.gguf create mode 100644 FinSenti-Qwen3-4B.Q4_K_M.gguf create mode 100644 FinSenti-Qwen3-4B.Q4_K_S.gguf create mode 100644 FinSenti-Qwen3-4B.Q5_K_M.gguf create mode 100644 FinSenti-Qwen3-4B.Q5_K_S.gguf create mode 100644 FinSenti-Qwen3-4B.Q6_K.gguf create mode 100644 FinSenti-Qwen3-4B.Q8_0.gguf create mode 100644 FinSenti-Qwen3-4B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..acf2b5a --- /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 +FinSenti-Qwen3-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +FinSenti-Qwen3-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/FinSenti-Qwen3-4B.IQ4_XS.gguf b/FinSenti-Qwen3-4B.IQ4_XS.gguf new file mode 100644 index 0000000..0f62ffe --- /dev/null +++ b/FinSenti-Qwen3-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69d4830913cfa0e69c3d54b82e8c8c064567534a9a425e9750e477aa11ed7ec3 +size 2286316672 diff --git a/FinSenti-Qwen3-4B.Q2_K.gguf b/FinSenti-Qwen3-4B.Q2_K.gguf new file mode 100644 index 0000000..104efca --- /dev/null +++ b/FinSenti-Qwen3-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14d312fe497551b73c43ef0003c3c6a0515751c7ef37e9438a4094a49db45b01 +size 1669500032 diff --git a/FinSenti-Qwen3-4B.Q3_K_L.gguf b/FinSenti-Qwen3-4B.Q3_K_L.gguf new file mode 100644 index 0000000..5a693ad --- /dev/null +++ b/FinSenti-Qwen3-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:984578fa231b739a36f3629849516447b08e896e13c8048795f70bdfb61645e1 +size 2239786112 diff --git a/FinSenti-Qwen3-4B.Q3_K_M.gguf b/FinSenti-Qwen3-4B.Q3_K_M.gguf new file mode 100644 index 0000000..4831e7f --- /dev/null +++ b/FinSenti-Qwen3-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5ea9da0440bef8f429a7d3e642f513b59725b137c35655ab06039726eae8eb6 +size 2075618432 diff --git a/FinSenti-Qwen3-4B.Q3_K_S.gguf b/FinSenti-Qwen3-4B.Q3_K_S.gguf new file mode 100644 index 0000000..83a6ad8 --- /dev/null +++ b/FinSenti-Qwen3-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f070c71414fe806cea8087f2a1983df9c045bc07a11ec6a0e14f0b74c7daa922 +size 1886997632 diff --git a/FinSenti-Qwen3-4B.Q4_K_M.gguf b/FinSenti-Qwen3-4B.Q4_K_M.gguf new file mode 100644 index 0000000..7972c5b --- /dev/null +++ b/FinSenti-Qwen3-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7682850143b7a8e07fecc93af8c11f070ef34325b97093585776356862fbbd37 +size 2497281152 diff --git a/FinSenti-Qwen3-4B.Q4_K_S.gguf b/FinSenti-Qwen3-4B.Q4_K_S.gguf new file mode 100644 index 0000000..39ed1db --- /dev/null +++ b/FinSenti-Qwen3-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9b7b60202d39a8a99fba4058d246e3ee2716d8c162f3b6e0579d2eac11faa3d +size 2383309952 diff --git a/FinSenti-Qwen3-4B.Q5_K_M.gguf b/FinSenti-Qwen3-4B.Q5_K_M.gguf new file mode 100644 index 0000000..7b7deda --- /dev/null +++ b/FinSenti-Qwen3-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67d50226747beff10a71e58e53430d2fb39a12fc62353e08a1cbc86e1d313020 +size 2889514112 diff --git a/FinSenti-Qwen3-4B.Q5_K_S.gguf b/FinSenti-Qwen3-4B.Q5_K_S.gguf new file mode 100644 index 0000000..9ef3800 --- /dev/null +++ b/FinSenti-Qwen3-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2ee5a8cd08c519f5d9d4c3738f9f07c2a663db6611032f5baaecec448f6e1e +size 2823711872 diff --git a/FinSenti-Qwen3-4B.Q6_K.gguf b/FinSenti-Qwen3-4B.Q6_K.gguf new file mode 100644 index 0000000..e374f54 --- /dev/null +++ b/FinSenti-Qwen3-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de7a127b1f8d2c5fee476735120f0d7fdce0559f988b3f7eb4ae122a16fe5cd +size 3306261632 diff --git a/FinSenti-Qwen3-4B.Q8_0.gguf b/FinSenti-Qwen3-4B.Q8_0.gguf new file mode 100644 index 0000000..ba41290 --- /dev/null +++ b/FinSenti-Qwen3-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1326122bf81dbc6e69a2ac61e69b28482640e91c4c206640264dc9d57de89886 +size 4280405632 diff --git a/FinSenti-Qwen3-4B.f16.gguf b/FinSenti-Qwen3-4B.f16.gguf new file mode 100644 index 0000000..ad0959a --- /dev/null +++ b/FinSenti-Qwen3-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1cf9b0bbe52b890127c0625387d7d12c243285a1a25fc1a71e7b950bdb85ece +size 8051285632 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2c20da8 --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: Ayansk11/FinSenti-Qwen3-4B +datasets: +- Ayansk11/FinSenti-Dataset +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- finance +- financial-sentiment +- sentiment-analysis +- chain-of-thought +- reasoning +- grpo +- sft +- lora +- finsenti +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Ayansk11/FinSenti-Qwen3-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#FinSenti-Qwen3-4B-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/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/FinSenti-Qwen3-4B-GGUF/resolve/main/FinSenti-Qwen3-4B.f16.gguf) | f16 | 8.2 | 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. + +