初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,60 @@
+*.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-OCamler-1.5B-Instruct.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-OCamler-1.5B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:535ba7f818d35b68f2533bad5993555f0104038bb19647bab2803ec8f9ee6cc2
+size 464462432

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0792dfb7ea32e589b695e749f44ec1adcb54557501559895f749317dbef514a6
+size 436528736

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0edce299cfe2e1bd3c1d563dfe6ba6d907b46328143f7e4ebe963de873edf672
+size 601055840

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1721a82a58006b6b04f0dfdf4ff417ba9c17aeada88d7eff248e400ba6ff6e0
+size 563810912

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b918609a8dcbf07ba1b27bff0e979ea0433509fc39fdb0231b2eb1624e1f44f8
+size 550327904

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb6669376df8ecbe1f1ce11ce7ba769aa3bc8827cdcf7acf12663dcb05cc6830
+size 511018592

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:583b7ba70627b7def9b4affeecd5a1b5d8a90dc58b717da8bff339a486a59569
+size 776665184

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1064912f35183d99f09fd7206b7500f949c8fd7f1ecd82a79a845d386426aad
+size 762408032

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44dd73d4ac57056a81fd3160d944628566cb2249ac464b63e117c41f516dc40a
+size 731700320

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aedb1b67d296a26c4e32fd3c09105769e4aba6d777fced448b76335cf3896485
+size 668793440

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1fe41ebbb89f8908996f73991bc61de62aa236e6450fb8756997cf86ceb6c4f
+size 936332384

Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7162f51ebb8bab756b5a193f5016cfafe7ebf298695ada85784f577be970b031
+size 895732832

Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a2345c35c41ca467fef1caee1729bbfdac0dc8405267f28edfcb9029a78b059
+size 676306016

Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56280b02ae560189962f456aebf28a2e4dbd5c13f0e4980c944b0b62d500d49b
+size 640136288

Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efd2409b85c219ea055c852b90945a5fb011d7da71f8d5afb79d59a71789a809
+size 880163936

Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e9500a32cdda230d5321b4fd99fa9596ba6ec1d0a5f0e271fc16c802f05f25a
+size 824179808

Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e888e7ac1fbd78a1f3ef19d542a29552766338a474b5361841ba1b7be058529
+size 760945760

Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef25f5b522f881bc8ae067aaf7cf7714c68ea54682b25d7acfd5e8abe960f8c1
+size 937536608

Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba07c5b3c938a053576f2bfcf71e7b6e90377556140094f8f2c99ee4466b124
+size 1016843360

Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4045b48a80492e4676f71944139fde798ed9bef287919b6d301819feb6b2d487
+size 986049632

Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6405ab96dcba98a18ce89fe4725e276d1dbb4c13849971e0b5c855da0603af4
+size 940313696

Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33979a3065155f752ff52dbc42fe6aa7295d341f4d0a377ec4692070bdab2cbb
+size 1125051488

Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2c98d415d02c45aa69aeea307a0506c3c84b8fedd41129868f7deffc2d98889
+size 1098730592

Qwen2.5-OCamler-1.5B-Instruct.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84d8c671d2fdb76e48d2ac1b0868e41a41211cb8ef1946b814f406ba1f25cd9a
+size 1272740960

Qwen2.5-OCamler-1.5B-Instruct.imatrix.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45db4b2f1a5727af11c517c3831e13736fbdc2107a9cb49c90af47b1d9747f67
+size 2065888

README.md

@@ -0,0 +1,93 @@
+---
+base_model: nilenso/Qwen2.5-OCamler-1.5B-Instruct
+datasets:
+- kiranpg/ocaml-training-problems
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- ocaml
+- code
+- grpo
+- fine-tuned
+- lora
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+<!-- ### quants:  Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+weighted/imatrix quants of https://huggingface.co/nilenso/Qwen2.5-OCamler-1.5B-Instruct
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-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/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-OCamler-1.5B-Instruct-i1-GGUF/resolve/main/Qwen2.5-OCamler-1.5B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 1.4 | practically like static Q6_K |
+
+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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
+
+<!-- end -->