Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- Modelfile +10 -0
- README.md +31 -0
- config.json +198 -0
- gemma-4-E4B-it.BF16-mmproj.gguf +3 -0
- gemma-4-E4B-it.Q4_K_M.gguf +3 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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gemma-4-E4B-it.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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gemma-4-E4B-it.BF16-mmproj.gguf filter=lfs diff=lfs merge=lfs -text
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Modelfile
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FROM .
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TEMPLATE """{{- range $i, $_ := .Messages }}
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{{- $last := eq (len (slice $.Messages $i)) 1 }}
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<|turn>{{ .Role }}
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{{ .Content }}{{ if not $last }}<turn|>
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{{ end }}
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{{- end }}<turn|>
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<|turn>model
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"""
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README.md
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---
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tags:
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- gguf
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- llama.cpp
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- unsloth
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- vision-language-model
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---
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# hackinglix : GGUF
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This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
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**Example usage**:
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- For text only LLMs: `llama-cli -hf deathafteryou/hackinglix --jinja`
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- For multimodal models: `llama-mtmd-cli -hf deathafteryou/hackinglix --jinja`
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## Available Model files:
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- `gemma-4-E4B-it.Q4_K_M.gguf`
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- `gemma-4-E4B-it.BF16-mmproj.gguf`
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## ⚠️ Ollama Note for Vision Models
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**Important:** Ollama currently does not support separate mmproj files for vision models.
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To create an Ollama model from this vision model:
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1. Place the `Modelfile` in the same directory as the finetuned bf16 merged model
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3. Run: `ollama create model_name -f ./Modelfile`
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(Replace `model_name` with your desired name)
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This will create a unified bf16 model that Ollama can use.
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This was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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config.json
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{
|
| 2 |
+
"architectures": [
|
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"Gemma4ForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"audio_config": {
|
| 6 |
+
"_name_or_path": "",
|
| 7 |
+
"architectures": null,
|
| 8 |
+
"attention_chunk_size": 12,
|
| 9 |
+
"attention_context_left": 13,
|
| 10 |
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"attention_context_right": 0,
|
| 11 |
+
"attention_invalid_logits_value": -1000000000.0,
|
| 12 |
+
"attention_logit_cap": 50.0,
|
| 13 |
+
"chunk_size_feed_forward": 0,
|
| 14 |
+
"conv_kernel_size": 5,
|
| 15 |
+
"torch_dtype": "bfloat16",
|
| 16 |
+
"gradient_clipping": 10000000000.0,
|
| 17 |
+
"hidden_act": "silu",
|
| 18 |
+
"hidden_size": 1024,
|
| 19 |
+
"id2label": {
|
| 20 |
+
"0": "LABEL_0",
|
| 21 |
+
"1": "LABEL_1"
|
| 22 |
+
},
|
| 23 |
+
"initializer_range": 0.02,
|
| 24 |
+
"is_encoder_decoder": false,
|
| 25 |
+
"label2id": {
|
| 26 |
+
"LABEL_0": 0,
|
| 27 |
+
"LABEL_1": 1
|
| 28 |
+
},
|
| 29 |
+
"model_type": "gemma4_audio",
|
| 30 |
+
"num_attention_heads": 8,
|
| 31 |
+
"num_hidden_layers": 12,
|
| 32 |
+
"output_attentions": false,
|
| 33 |
+
"output_hidden_states": false,
|
| 34 |
+
"output_proj_dims": 1536,
|
| 35 |
+
"problem_type": null,
|
| 36 |
+
"residual_weight": 0.5,
|
| 37 |
+
"return_dict": true,
|
| 38 |
+
"rms_norm_eps": 1e-06,
|
| 39 |
+
"subsampling_conv_channels": [
|
| 40 |
+
128,
|
| 41 |
+
32
|
| 42 |
+
],
|
| 43 |
+
"use_clipped_linears": true
|
| 44 |
+
},
|
| 45 |
+
"audio_token_id": 258881,
|
| 46 |
+
"boa_token_id": 256000,
|
| 47 |
+
"boi_token_id": 255999,
|
| 48 |
+
"torch_dtype": "bfloat16",
|
| 49 |
+
"eoa_token_id": 258883,
|
| 50 |
+
"eoa_token_index": 258883,
|
| 51 |
+
"eoi_token_id": 258882,
|
| 52 |
+
"eos_token_id": 106,
|
| 53 |
+
"image_token_id": 258880,
|
| 54 |
+
"initializer_range": 0.02,
|
| 55 |
+
"model_name": "unsloth/gemma-4-E4B-it",
|
| 56 |
+
"model_type": "gemma4",
|
| 57 |
+
"pad_token_id": 0,
|
| 58 |
+
"text_config": {
|
| 59 |
+
"attention_bias": false,
|
| 60 |
+
"attention_dropout": 0.0,
|
| 61 |
+
"attention_k_eq_v": false,
|
| 62 |
+
"bos_token_id": 2,
|
| 63 |
+
"torch_dtype": "bfloat16",
|
| 64 |
+
"enable_moe_block": false,
|
| 65 |
+
"eos_token_id": 1,
|
| 66 |
+
"expert_intermediate_size": null,
|
| 67 |
+
"final_logit_softcapping": 30.0,
|
| 68 |
+
"global_head_dim": 512,
|
| 69 |
+
"head_dim": 256,
|
| 70 |
+
"hidden_activation": "gelu_pytorch_tanh",
|
| 71 |
+
"hidden_size": 2560,
|
| 72 |
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"hidden_size_per_layer_input": 256,
|
| 73 |
+
"initializer_range": 0.02,
|
| 74 |
+
"intermediate_size": 10240,
|
| 75 |
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"layer_types": [
|
| 76 |
+
"sliding_attention",
|
| 77 |
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"sliding_attention",
|
| 78 |
+
"sliding_attention",
|
| 79 |
+
"sliding_attention",
|
| 80 |
+
"sliding_attention",
|
| 81 |
+
"full_attention",
|
| 82 |
+
"sliding_attention",
|
| 83 |
+
"sliding_attention",
|
| 84 |
+
"sliding_attention",
|
| 85 |
+
"sliding_attention",
|
| 86 |
+
"sliding_attention",
|
| 87 |
+
"full_attention",
|
| 88 |
+
"sliding_attention",
|
| 89 |
+
"sliding_attention",
|
| 90 |
+
"sliding_attention",
|
| 91 |
+
"sliding_attention",
|
| 92 |
+
"sliding_attention",
|
| 93 |
+
"full_attention",
|
| 94 |
+
"sliding_attention",
|
| 95 |
+
"sliding_attention",
|
| 96 |
+
"sliding_attention",
|
| 97 |
+
"sliding_attention",
|
| 98 |
+
"sliding_attention",
|
| 99 |
+
"full_attention",
|
| 100 |
+
"sliding_attention",
|
| 101 |
+
"sliding_attention",
|
| 102 |
+
"sliding_attention",
|
| 103 |
+
"sliding_attention",
|
| 104 |
+
"sliding_attention",
|
| 105 |
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"full_attention",
|
| 106 |
+
"sliding_attention",
|
| 107 |
+
"sliding_attention",
|
| 108 |
+
"sliding_attention",
|
| 109 |
+
"sliding_attention",
|
| 110 |
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"sliding_attention",
|
| 111 |
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"full_attention",
|
| 112 |
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"sliding_attention",
|
| 113 |
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"sliding_attention",
|
| 114 |
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"sliding_attention",
|
| 115 |
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"sliding_attention",
|
| 116 |
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"sliding_attention",
|
| 117 |
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"full_attention"
|
| 118 |
+
],
|
| 119 |
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"max_position_embeddings": 131072,
|
| 120 |
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"model_type": "gemma4_text",
|
| 121 |
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"moe_intermediate_size": null,
|
| 122 |
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"num_attention_heads": 8,
|
| 123 |
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"num_experts": null,
|
| 124 |
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"num_global_key_value_heads": null,
|
| 125 |
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"num_hidden_layers": 42,
|
| 126 |
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"num_key_value_heads": 2,
|
| 127 |
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"num_kv_shared_layers": 18,
|
| 128 |
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"pad_token_id": 0,
|
| 129 |
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"rms_norm_eps": 1e-06,
|
| 130 |
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"rope_parameters": {
|
| 131 |
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"full_attention": {
|
| 132 |
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"partial_rotary_factor": 0.25,
|
| 133 |
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"rope_theta": 1000000.0,
|
| 134 |
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"rope_type": "proportional"
|
| 135 |
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},
|
| 136 |
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"sliding_attention": {
|
| 137 |
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"rope_theta": 10000.0,
|
| 138 |
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"rope_type": "default"
|
| 139 |
+
}
|
| 140 |
+
},
|
| 141 |
+
"sliding_window": 512,
|
| 142 |
+
"tie_word_embeddings": true,
|
| 143 |
+
"top_k_experts": null,
|
| 144 |
+
"use_bidirectional_attention": null,
|
| 145 |
+
"use_cache": true,
|
| 146 |
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"use_double_wide_mlp": false,
|
| 147 |
+
"vocab_size": 262144,
|
| 148 |
+
"vocab_size_per_layer_input": 262144
|
| 149 |
+
},
|
| 150 |
+
"tie_word_embeddings": true,
|
| 151 |
+
"unsloth_fixed": true,
|
| 152 |
+
"unsloth_version": "2026.4.4",
|
| 153 |
+
"video_token_id": 258884,
|
| 154 |
+
"vision_config": {
|
| 155 |
+
"_name_or_path": "",
|
| 156 |
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"architectures": null,
|
| 157 |
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"attention_bias": false,
|
| 158 |
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"attention_dropout": 0.0,
|
| 159 |
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"chunk_size_feed_forward": 0,
|
| 160 |
+
"default_output_length": 280,
|
| 161 |
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"torch_dtype": "bfloat16",
|
| 162 |
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"global_head_dim": 64,
|
| 163 |
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"head_dim": 64,
|
| 164 |
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"hidden_activation": "gelu_pytorch_tanh",
|
| 165 |
+
"hidden_size": 768,
|
| 166 |
+
"id2label": {
|
| 167 |
+
"0": "LABEL_0",
|
| 168 |
+
"1": "LABEL_1"
|
| 169 |
+
},
|
| 170 |
+
"initializer_range": 0.02,
|
| 171 |
+
"intermediate_size": 3072,
|
| 172 |
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"is_encoder_decoder": false,
|
| 173 |
+
"label2id": {
|
| 174 |
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"LABEL_0": 0,
|
| 175 |
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"LABEL_1": 1
|
| 176 |
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},
|
| 177 |
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"max_position_embeddings": 131072,
|
| 178 |
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"model_type": "gemma4_vision",
|
| 179 |
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"num_attention_heads": 12,
|
| 180 |
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"num_hidden_layers": 16,
|
| 181 |
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"num_key_value_heads": 12,
|
| 182 |
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"output_attentions": false,
|
| 183 |
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"output_hidden_states": false,
|
| 184 |
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"patch_size": 16,
|
| 185 |
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"pooling_kernel_size": 3,
|
| 186 |
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"position_embedding_size": 10240,
|
| 187 |
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"problem_type": null,
|
| 188 |
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"return_dict": true,
|
| 189 |
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"rms_norm_eps": 1e-06,
|
| 190 |
+
"rope_parameters": {
|
| 191 |
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"rope_theta": 100.0,
|
| 192 |
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"rope_type": "default"
|
| 193 |
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},
|
| 194 |
+
"standardize": false,
|
| 195 |
+
"use_clipped_linears": true
|
| 196 |
+
},
|
| 197 |
+
"vision_soft_tokens_per_image": 280
|
| 198 |
+
}
|
gemma-4-E4B-it.BF16-mmproj.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
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|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c734fd386b47bd15de76b49feba9ee16f351478d314cf3b9bfdcfc20bd70e9d5
|
| 3 |
+
size 991551904
|
gemma-4-E4B-it.Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
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