From 943ae2d6df6b571b777b6fa71a58bfd632649045 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 25 Oct 2026 05:59:16 +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: starble-dev/Starlight-V3-12B-GGUF Source: Original Platform --- .gitattributes | 45 ++++++++++++++++++++++++++++ README.md | 58 ++++++++++++++++++++++++++++++++++++ Starlight-V3-12B-Q2_K.gguf | 3 ++ Starlight-V3-12B-Q3_K_L.gguf | 3 ++ Starlight-V3-12B-Q3_K_M.gguf | 3 ++ Starlight-V3-12B-Q3_K_S.gguf | 3 ++ Starlight-V3-12B-Q4_K_M.gguf | 3 ++ Starlight-V3-12B-Q4_K_S.gguf | 3 ++ Starlight-V3-12B-Q5_K_M.gguf | 3 ++ Starlight-V3-12B-Q5_K_S.gguf | 3 ++ Starlight-V3-12B-Q6_K.gguf | 3 ++ Starlight-V3-12B-Q8_0.gguf | 3 ++ 12 files changed, 133 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Starlight-V3-12B-Q2_K.gguf create mode 100644 Starlight-V3-12B-Q3_K_L.gguf create mode 100644 Starlight-V3-12B-Q3_K_M.gguf create mode 100644 Starlight-V3-12B-Q3_K_S.gguf create mode 100644 Starlight-V3-12B-Q4_K_M.gguf create mode 100644 Starlight-V3-12B-Q4_K_S.gguf create mode 100644 Starlight-V3-12B-Q5_K_M.gguf create mode 100644 Starlight-V3-12B-Q5_K_S.gguf create mode 100644 Starlight-V3-12B-Q6_K.gguf create mode 100644 Starlight-V3-12B-Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..78b672a --- /dev/null +++ b/.gitattributes @@ -0,0 +1,45 @@ +*.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 +Starlight-V3-12B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Starlight-V3-12B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f2ee593 --- /dev/null +++ b/README.md @@ -0,0 +1,58 @@ +--- +license: apache-2.0 +tags: +- mistral +- conversational +- text-generation-inference +base_model: +- starble-dev/Starlight-V3-12B +library_name: transformers +--- + +> [!WARNING] +> **General Use Sampling:**
+> Mistral-Nemo-12B is very sensitive to the temperature sampler, try values near **0.3** at first or else you will get some weird results. This is mentioned by MistralAI at their [Transformers](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407#transformers) section. + +> [!NOTE] +> **Best Samplers:**
+> I found best success using the following for Starlight-V3-12B:
+> Temperature: `0.7`-`1.2` (Additional stopping strings will be necessary as you increase the temperature)
+> Top K: `-1`
+> Min P: `0.05`
+> Rep Penalty: `1.03-1.1` + +# Why Version 3? +Currently the other versions resulted in really bad results that I didn't upload them, the version number is just the internal version. + +# Goal +The idea is to keep the strengths of [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2) while adding some more creativity +that seems to be lacking in the model. Mistral-Nemo by itself seems to behave less sporadic due to the low temperature needed but this gets a bit repetitive, +although it's still the best foundational model I've used so far, mainly since Mistral-Nemo native 128k context length is crazy good. + +# Results +I am not entirely pleased with the result of the merge but it seems okay, though base [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2) +might just be better by itself. However, I'll still experiement on different merge methods. +Leaking of the training data used on both models seems a bit more apparent when using higher temperature values, +especially the use of author notes on the system prompt. Generally I'd advise to create a stopping string for "```" to avoid the generation of the training data. + +**Original Models:** +- [UsernameJustAnother/Nemo-12B-Marlin-v5](https://huggingface.co/UsernameJustAnother/Nemo-12B-Marlin-v5) (Thank you so much for your work ♥) +- [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2) (Thank you so much for your work ♥) + +**Official Quants:** +PPL = Perplexity, lower is better
+Comparisons are done as QX_X Llama-3-8B against FP16 Llama-3-8B, recommended as a guideline and not as fact. +| Quant Type | Note | Size | +| ---- | ---- | ---- | +| [Q2_K](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q2_K.gguf) | +3.5199 ppl @ Llama-3-8B | 4.79 GB | +| [Q3_K_S](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q3_K_S.gguf) | +1.6321 ppl @ Llama-3-8B | 5.53 GB | +| [Q3_K_M](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q3_K_M.gguf) | +0.6569 ppl @ Llama-3-8B | 6.08 GB | +| [Q3_K_L](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q3_K_L.gguf) | +0.5562 ppl @ Llama-3-8B | 6.56 GB | +| [Q4_K_S](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q4_K_S.gguf) | +0.2689 ppl @ Llama-3-8B | 7.12 GB | +| [Q4_K_M](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q4_K_M.gguf) | +0.1754 ppl @ Llama-3-8B | 7.48 GB | +| [Q5_K_S](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q5_K_S.gguf) | +0.1049 ppl @ Llama-3-8B | 8.52 GB | +| [Q5_K_M](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q5_K_M.gguf) | +0.0569 ppl @ Llama-3-8B | 8.73 GB | +| [Q6_K](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q6_K.gguf) | +0.0217 ppl @ Llama-3-8B | 10.1 GB | +| [Q8_0](https://huggingface.co/starble-dev/Starlight-V3-12B-GGUF/blob/main/Starlight-V3-12B-Q8_0.gguf) | +0.0026 ppl @ Llama-3-8B | 13.00 GB | + +**Original Model Licenses & This Model License:** Apache 2.0 \ No newline at end of file diff --git a/Starlight-V3-12B-Q2_K.gguf b/Starlight-V3-12B-Q2_K.gguf new file mode 100644 index 0000000..b31412a --- /dev/null +++ b/Starlight-V3-12B-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d144339ea19521b568dc56f9fdfc9389607b7df16afc000bed483de5aad1fa21 +size 4791047072 diff --git a/Starlight-V3-12B-Q3_K_L.gguf b/Starlight-V3-12B-Q3_K_L.gguf new file mode 100644 index 0000000..304a70f --- /dev/null +++ b/Starlight-V3-12B-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a356a6ea95959a170325f229af6fa2bc3432cb256e61ba99ae32a048dd2fdb9 +size 6561502112 diff --git a/Starlight-V3-12B-Q3_K_M.gguf b/Starlight-V3-12B-Q3_K_M.gguf new file mode 100644 index 0000000..ce367d8 --- /dev/null +++ b/Starlight-V3-12B-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a03169798bdd4dc8034c797471898ccebc0e3f0205623d988d16b3c6b910c1d +size 6083089312 diff --git a/Starlight-V3-12B-Q3_K_S.gguf b/Starlight-V3-12B-Q3_K_S.gguf new file mode 100644 index 0000000..cf4064a --- /dev/null +++ b/Starlight-V3-12B-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccc399bce0353d8e27f70a901cebfc306e95705078520faf8003c147c21ce617 +size 5534225312 diff --git a/Starlight-V3-12B-Q4_K_M.gguf b/Starlight-V3-12B-Q4_K_M.gguf new file mode 100644 index 0000000..147d15d --- /dev/null +++ b/Starlight-V3-12B-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6625013b5d30fb4dfb17f47884c1979d53d615acfecfd6d4b340fc801e60811b +size 7477203872 diff --git a/Starlight-V3-12B-Q4_K_S.gguf b/Starlight-V3-12B-Q4_K_S.gguf new file mode 100644 index 0000000..e2a3822 --- /dev/null +++ b/Starlight-V3-12B-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20b2ac3168f12ef728d1034306162e568c3665186a48a1b5c1b059aa946e7746 +size 7120196512 diff --git a/Starlight-V3-12B-Q5_K_M.gguf b/Starlight-V3-12B-Q5_K_M.gguf new file mode 100644 index 0000000..2e630c0 --- /dev/null +++ b/Starlight-V3-12B-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec76f79a95c0dddf7f0b01e1e774c3c7f031fb7c603627429cadb7914a9d276e +size 8727630752 diff --git a/Starlight-V3-12B-Q5_K_S.gguf b/Starlight-V3-12B-Q5_K_S.gguf new file mode 100644 index 0000000..dc6e967 --- /dev/null +++ b/Starlight-V3-12B-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21524e58f633539ddbde60d7400158a46209395391696ffb064a3a52806f8e5d +size 8518734752 diff --git a/Starlight-V3-12B-Q6_K.gguf b/Starlight-V3-12B-Q6_K.gguf new file mode 100644 index 0000000..88a4fa3 --- /dev/null +++ b/Starlight-V3-12B-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e549b0e1a481472857a0ef5d368d66925a271f19ee02996c639ea420fd24583 +size 10056209312 diff --git a/Starlight-V3-12B-Q8_0.gguf b/Starlight-V3-12B-Q8_0.gguf new file mode 100644 index 0000000..65f7c6e --- /dev/null +++ b/Starlight-V3-12B-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6cfe23251cf6443a5cb2a5df57fd242907def9033544a7e341b64a3217ef208e +size 13022368672