mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-11 05:49:16 +08:00
commit ab9940062d
27 changed files with 232 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -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
Parable-Qwen3-8B-Claude-Fable-5.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2f7d80f16d7b583c794a66a85a52dca80d0e511273b539d18734bbe2972bba13
size 2256149216

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5a430da99bc7c7d743b5b053a6356395eb008651426856548aed2e9ee3b869d6
size 2115771104

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5c0e81b1e60db88d0b61f42d569ee128d67bf98fdd9acd242df13a51e6a0bb40
size 3051916000

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1748b61849b9d8c0ab3a0f3b71e0366e46649092430d27f40f7df1c9a34efe3b
size 2864745184

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96dff2d953ba6e86b5ff04d575faab9fafb220943d544022302e70c65e12c0b1
size 2696157920

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1a1e13e4ccced6f52e69bb7f763a7cadeab1303de8df123808467a68cb6de912
size 2490112736

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9ddfefebd711bf919408f9f64771b09045a7c393d067109ef93b3a588faee86e
size 3896621792

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c4b6a176f52f0c6d23f7736d6f19f57f91a489d75f4e170ede92b4d874d6e1e6
size 3789667040

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c310f8668d4d0a110379dc18c6c5a57d257a28193dbf1ec34e9217600374633a
size 3626875616

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:13e6dc78340fdfb2b90d655beb10104f60b0c57ee518b31480203269e0a65aaa
size 3369634528

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ef1db565ac55dc46298b269d6eeb77aa0db12b1b1a8e15b0f2823b82a40e3da9
size 4793625312

3
Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5ccc5cc48f44970111bf629a252f2d89a48bdcc0cc6cc8a2fba20e75a14e8065
size 4561840864

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:62457bf049f4d8238396e30e2ea9b8192af4338fa915c97a6ab41015db9829d7
size 3281734368

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7fa4d6b327def2d25530fa5c60723fde389ac66255abaf8e25918b16a82670c6
size 3083553504

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2d411a2da95af98d3b23ca1c72a1a29cfc684cc17d420af6d821c6de0d623723
size 4431395552

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1447797ed26ef8c3ca6c07c945807d0fc5863e5d53d2f5b22b03dab15acd10b4
size 4124162784

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cb4d1453d7b13505669f80125c412de8ce6b7696cb52a6fd126679a544393bb8
size 3769613024

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4f1369bd7c730a331bf3b68670629d4d0cb68e9bda8f5c701d5ec8ee03d29183
size 4787333856

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:46c1af3fab655b9fac771e1a654383d45f70708d85c5278f5ba0ed17d45e11a5
size 5247757024

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c5c7953f9c93b637e19c919fc98e2a968e1e05e89da418486cf3b28cb3d57ea3
size 5027785440

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:de0203726327e60d0b829cea2f47be3cafaf18c16d51888985d228f4d167ecbe
size 4802013920

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e9c530a6b96c62e3e1c1bd298a71b7d128830e91d932a2450e486377a8c8d17c
size 5851114208

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9dc8367bc13df494786c416916824de2d38b22b6fd0d476a4e94d36223ee7a3d
size 5720763104

3
Parable-Qwen3-8B-Claude-Fable-5.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d236f6d13c58a4ee1b84941f40407d976c4f8889933a81b5f74e2fa72850a8d
size 6725901024

3
Parable-Qwen3-8B-Claude-Fable-5.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fdd3c166dda2f3dffe5e1d5a9942f00950068dfba9713b90ac60669086bab3ae
size 5347200

97
README.md Normal file
View File

@@ -0,0 +1,97 @@
---
base_model: AnkitAI/Parable-Qwen3-8B-Claude-Fable-5
datasets:
- Glint-Research/Fable-5-traces
- Roman1111111/gpt5.5-terminal
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- safetensors
- qlora
- agentic
- coding
- reasoning
- thinking
- claude
- qwen3
---
## 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/AnkitAI/Parable-Qwen3-8B-Claude-Fable-5
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-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/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | |
| [GGUF](https://huggingface.co/mradermacher/Parable-Qwen3-8B-Claude-Fable-5-i1-GGUF/resolve/main/Parable-Qwen3-8B-Claude-Fable-5.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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 -->