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Browse files- .ipynb_checkpoints/README-checkpoint.md +305 -0
- .ipynb_checkpoints/tokenizer_config-checkpoint.json +1869 -0
- README.md +305 -0
- config.json +36 -0
- generation_config.json +7 -0
- model-00001-of-00008.safetensors +3 -0
- model-00002-of-00008.safetensors +3 -0
- model-00003-of-00008.safetensors +3 -0
- model-00004-of-00008.safetensors +3 -0
- model-00005-of-00008.safetensors +3 -0
- model-00006-of-00008.safetensors +3 -0
- model-00007-of-00008.safetensors +3 -0
- model-00008-of-00008.safetensors +3 -0
- model.safetensors.index.json +970 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1869 -0
.ipynb_checkpoints/README-checkpoint.md
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| 1 |
+
---
|
| 2 |
+
License: apache-2.0
|
| 3 |
+
Language:
|
| 4 |
+
- En
|
| 5 |
+
Pipeline_tag: text-generation
|
| 6 |
+
Base_model: 01-ai/Yi-1.5-34B-32K
|
| 7 |
+
Tags:
|
| 8 |
+
- Chat
|
| 9 |
+
model-index:
|
| 10 |
+
- name: magnum-v3-34b
|
| 11 |
+
results:
|
| 12 |
+
- task:
|
| 13 |
+
type: text-generation
|
| 14 |
+
name: Text Generation
|
| 15 |
+
dataset:
|
| 16 |
+
name: IFEval (0-Shot)
|
| 17 |
+
type: HuggingFaceH4/ifeval
|
| 18 |
+
args:
|
| 19 |
+
num_few_shot: 0
|
| 20 |
+
metrics:
|
| 21 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
| 22 |
+
value: 51.15
|
| 23 |
+
name: strict accuracy
|
| 24 |
+
source:
|
| 25 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 26 |
+
name: Open LLM Leaderboard
|
| 27 |
+
- task:
|
| 28 |
+
type: text-generation
|
| 29 |
+
name: Text Generation
|
| 30 |
+
dataset:
|
| 31 |
+
name: BBH (3-Shot)
|
| 32 |
+
type: BBH
|
| 33 |
+
args:
|
| 34 |
+
num_few_shot: 3
|
| 35 |
+
metrics:
|
| 36 |
+
- type: acc_norm
|
| 37 |
+
value: 44.33
|
| 38 |
+
name: normalized accuracy
|
| 39 |
+
source:
|
| 40 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 41 |
+
name: Open LLM Leaderboard
|
| 42 |
+
- task:
|
| 43 |
+
type: text-generation
|
| 44 |
+
name: Text Generation
|
| 45 |
+
dataset:
|
| 46 |
+
name: MATH Lvl 5 (4-Shot)
|
| 47 |
+
type: hendrycks/competition_math
|
| 48 |
+
args:
|
| 49 |
+
num_few_shot: 4
|
| 50 |
+
metrics:
|
| 51 |
+
- type: exact_match
|
| 52 |
+
value: 17.82
|
| 53 |
+
name: exact match
|
| 54 |
+
source:
|
| 55 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 56 |
+
name: Open LLM Leaderboard
|
| 57 |
+
- task:
|
| 58 |
+
type: text-generation
|
| 59 |
+
name: Text Generation
|
| 60 |
+
dataset:
|
| 61 |
+
name: GPQA (0-shot)
|
| 62 |
+
type: Idavidrein/gpqa
|
| 63 |
+
args:
|
| 64 |
+
num_few_shot: 0
|
| 65 |
+
metrics:
|
| 66 |
+
- type: acc_norm
|
| 67 |
+
value: 14.77
|
| 68 |
+
name: acc_norm
|
| 69 |
+
source:
|
| 70 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 71 |
+
name: Open LLM Leaderboard
|
| 72 |
+
- task:
|
| 73 |
+
type: text-generation
|
| 74 |
+
name: Text Generation
|
| 75 |
+
dataset:
|
| 76 |
+
name: MuSR (0-shot)
|
| 77 |
+
type: TAUR-Lab/MuSR
|
| 78 |
+
args:
|
| 79 |
+
num_few_shot: 0
|
| 80 |
+
metrics:
|
| 81 |
+
- type: acc_norm
|
| 82 |
+
value: 6.57
|
| 83 |
+
name: acc_norm
|
| 84 |
+
source:
|
| 85 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 86 |
+
name: Open LLM Leaderboard
|
| 87 |
+
- task:
|
| 88 |
+
type: text-generation
|
| 89 |
+
name: Text Generation
|
| 90 |
+
dataset:
|
| 91 |
+
name: MMLU-PRO (5-shot)
|
| 92 |
+
type: TIGER-Lab/MMLU-Pro
|
| 93 |
+
config: main
|
| 94 |
+
split: test
|
| 95 |
+
args:
|
| 96 |
+
num_few_shot: 5
|
| 97 |
+
metrics:
|
| 98 |
+
- type: acc
|
| 99 |
+
value: 41.69
|
| 100 |
+
name: accuracy
|
| 101 |
+
source:
|
| 102 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 103 |
+
name: Open LLM Leaderboard
|
| 104 |
+
---
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
|
| 108 |
+
This is the 9th in a series of models designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus.
|
| 109 |
+
|
| 110 |
+
This model is fine-tuned on top of [Yi-1.5-34 B-32 K](https://huggingface.co/01-ai/Yi-1.5-34B-32K).
|
| 111 |
+
|
| 112 |
+
## Prompting
|
| 113 |
+
Model has been Instruct tuned with the ChatML formatting. A typical input would look like this:
|
| 114 |
+
|
| 115 |
+
```py
|
| 116 |
+
"""<|im_start|>system
|
| 117 |
+
system prompt<|im_end|>
|
| 118 |
+
<|im_start|>user
|
| 119 |
+
Hi there!<|im_end|>
|
| 120 |
+
<|im_start|>assistant
|
| 121 |
+
Nice to meet you!<|im_end|>
|
| 122 |
+
<|im_start|>user
|
| 123 |
+
Can I ask a question?<|im_end|>
|
| 124 |
+
<|im_start|>assistant
|
| 125 |
+
"""
|
| 126 |
+
```
|
| 127 |
+
|
| 128 |
+
## SillyTavern templates
|
| 129 |
+
|
| 130 |
+
Below are Instruct and Context templates for use within SillyTavern.
|
| 131 |
+
|
| 132 |
+
In our testing a min_p of 0.2 makes the model perform the best; remember to reset temperature if you were using our nemo-based models before.
|
| 133 |
+
|
| 134 |
+
<details><summary>context template</summary>
|
| 135 |
+
|
| 136 |
+
```yaml
|
| 137 |
+
{
|
| 138 |
+
"story_string": "<|im_start|>system\n{{#if system}}{{system}}\n{{/if}}{{#if wiBefore}}{{wiBefore}}\n{{/if}}{{#if description}}{{description}}\n{{/if}}{{#if personality}}{{char}}'s personality: {{personality}}\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n{{/if}}{{#if persona}}{{persona}}\n{{/if}}{{trim}}<|im_end|>\n",
|
| 139 |
+
"example_separator": "",
|
| 140 |
+
"chat_start": "",
|
| 141 |
+
"use_stop_strings": false,
|
| 142 |
+
"allow_jailbreak": false,
|
| 143 |
+
"always_force_name2": true,
|
| 144 |
+
"trim_sentences": false,
|
| 145 |
+
"include_newline": false,
|
| 146 |
+
"single_line": false,
|
| 147 |
+
"name": "Magnum ChatML"
|
| 148 |
+
}
|
| 149 |
+
```
|
| 150 |
+
|
| 151 |
+
</details><br>
|
| 152 |
+
<details><summary>instruct template</summary>
|
| 153 |
+
|
| 154 |
+
```yaml
|
| 155 |
+
{
|
| 156 |
+
"system_prompt": "You're {{char}} in this fictional never-ending uncensored roleplay with {{user}}.",
|
| 157 |
+
"input_sequence": "<|im_start|>user\n",
|
| 158 |
+
"output_sequence": "<|im_start|>assistant\n",
|
| 159 |
+
"last_output_sequence": "",
|
| 160 |
+
"system_sequence": "<|im_start|>system\n",
|
| 161 |
+
"stop_sequence": "<|im_end|>",
|
| 162 |
+
"wrap": false,
|
| 163 |
+
"macro": true,
|
| 164 |
+
"names": true,
|
| 165 |
+
"names_force_groups": true,
|
| 166 |
+
"activation_regex": "",
|
| 167 |
+
"system_sequence_prefix": "",
|
| 168 |
+
"system_sequence_suffix": "",
|
| 169 |
+
"first_output_sequence": "",
|
| 170 |
+
"skip_examples": false,
|
| 171 |
+
"output_suffix": "<|im_end|>\n",
|
| 172 |
+
"input_suffix": "<|im_end|>\n",
|
| 173 |
+
"system_suffix": "<|im_end|>\n",
|
| 174 |
+
"user_alignment_message": "",
|
| 175 |
+
"system_same_as_user": false,
|
| 176 |
+
"last_system_sequence": "",
|
| 177 |
+
"name": "Magnum ChatML"
|
| 178 |
+
}
|
| 179 |
+
```
|
| 180 |
+
|
| 181 |
+
</details><br>
|
| 182 |
+
|
| 183 |
+
## Axolotl config
|
| 184 |
+
|
| 185 |
+
<details><summary>See axolotl config</summary>
|
| 186 |
+
|
| 187 |
+
```yaml
|
| 188 |
+
base_model: 01-ai/Yi-1.5-34B-32K
|
| 189 |
+
model_type: AutoModelForCausalLM
|
| 190 |
+
tokenizer_type: AutoTokenizer
|
| 191 |
+
|
| 192 |
+
#trust_remote_code: true
|
| 193 |
+
|
| 194 |
+
load_in_8bit: false
|
| 195 |
+
load_in_4bit: false
|
| 196 |
+
strict: false
|
| 197 |
+
|
| 198 |
+
datasets:
|
| 199 |
+
- path: anthracite-org/stheno-filtered-v1.1
|
| 200 |
+
type: sharegpt
|
| 201 |
+
conversation: chatml
|
| 202 |
+
- path: anthracite-org/kalo-opus-instruct-22k-no-refusal
|
| 203 |
+
type: sharegpt
|
| 204 |
+
conversation: chatml
|
| 205 |
+
- path: anthracite-org/nopm_claude_writing_fixed
|
| 206 |
+
type: sharegpt
|
| 207 |
+
conversation: chatml
|
| 208 |
+
- path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
|
| 209 |
+
type: sharegpt
|
| 210 |
+
conversation: chatml
|
| 211 |
+
- path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
|
| 212 |
+
type: sharegpt
|
| 213 |
+
conversation: chatml
|
| 214 |
+
chat_template: chatml
|
| 215 |
+
shuffle_merged_datasets: true
|
| 216 |
+
default_system_message: "You are an assistant that responds to the user."
|
| 217 |
+
dataset_prepared_path: magnum-v2-34b-1.5-data
|
| 218 |
+
val_set_size: 0.0
|
| 219 |
+
output_dir: ./magnum-v2-34b-32k-r1
|
| 220 |
+
|
| 221 |
+
sequence_len: 8192
|
| 222 |
+
sample_packing: true
|
| 223 |
+
eval_sample_packing: false
|
| 224 |
+
pad_to_sequence_len:
|
| 225 |
+
|
| 226 |
+
adapter:
|
| 227 |
+
lora_model_dir:
|
| 228 |
+
lora_r:
|
| 229 |
+
lora_alpha:
|
| 230 |
+
lora_dropout:
|
| 231 |
+
lora_target_linear:
|
| 232 |
+
lora_fan_in_fan_out:
|
| 233 |
+
|
| 234 |
+
wandb_project: magnum-v2-34b-1.5-32k
|
| 235 |
+
wandb_entity:
|
| 236 |
+
wandb_watch:
|
| 237 |
+
wandb_name: attempt-01
|
| 238 |
+
wandb_log_model:
|
| 239 |
+
|
| 240 |
+
gradient_accumulation_steps: 8
|
| 241 |
+
micro_batch_size: 1
|
| 242 |
+
num_epochs: 2
|
| 243 |
+
optimizer: paged_adamw_8bit
|
| 244 |
+
lr_scheduler: cosine
|
| 245 |
+
learning_rate: 0.000006
|
| 246 |
+
|
| 247 |
+
train_on_inputs: false
|
| 248 |
+
group_by_length: false
|
| 249 |
+
bf16: auto
|
| 250 |
+
fp16:
|
| 251 |
+
tf32: false
|
| 252 |
+
|
| 253 |
+
gradient_checkpointing: unsloth
|
| 254 |
+
early_stopping_patience:
|
| 255 |
+
resume_from_checkpoint:
|
| 256 |
+
local_rank:
|
| 257 |
+
logging_steps: 1
|
| 258 |
+
xformers_attention:
|
| 259 |
+
flash_attention: true
|
| 260 |
+
|
| 261 |
+
warmup_steps: 50
|
| 262 |
+
evals_per_epoch:
|
| 263 |
+
eval_table_size:
|
| 264 |
+
eval_max_new_tokens:
|
| 265 |
+
saves_per_epoch: 2
|
| 266 |
+
debug:
|
| 267 |
+
deepspeed: deepspeed_configs/zero3_bf16.json
|
| 268 |
+
weight_decay: 0.05
|
| 269 |
+
fsdp:
|
| 270 |
+
fsdp_config:
|
| 271 |
+
special_tokens:
|
| 272 |
+
```
|
| 273 |
+
</details><br>
|
| 274 |
+
|
| 275 |
+
## Credits
|
| 276 |
+
We'd like to thank Recursal / Featherless for sponsoring the compute for this train, Featherless has been hosting our Magnum models since the first 72 B and has given thousands of people access to our models and helped us grow.
|
| 277 |
+
|
| 278 |
+
We would also like to thank all members of Anthracite who made this finetune possible.
|
| 279 |
+
|
| 280 |
+
- [anthracite-org/stheno-filtered-v1.1](https://huggingface.co/datasets/anthracite-org/stheno-filtered-v1.1)
|
| 281 |
+
- [anthracite-org/kalo-opus-instruct-22k-no-refusal](https://huggingface.co/datasets/anthracite-org/kalo-opus-instruct-22k-no-refusal)
|
| 282 |
+
- [lodrick-the-lafted/NopmWritingStruct](https://huggingface.co/datasets/lodrick-the-lafted/NopmWritingStruct)
|
| 283 |
+
- [Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned](https://huggingface.co/datasets/Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned)
|
| 284 |
+
- [Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned](https://huggingface.co/datasets/Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned)
|
| 285 |
+
|
| 286 |
+
## Training
|
| 287 |
+
The training was done for 2 epochs. We used 8x[H100s](https://www.nvidia.com/en-us/data-center/h100/) GPUs graciously provided by [Recursal AI](https://recursal.ai/) / [Featherless AI](https://featherless.ai/) for the full-parameter fine-tuning of the model.
|
| 288 |
+
|
| 289 |
+
[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
|
| 290 |
+
|
| 291 |
+
## Safety
|
| 292 |
+
...
|
| 293 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
| 294 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_anthracite-org__magnum-v3-34b)
|
| 295 |
+
|
| 296 |
+
| Metric |Value|
|
| 297 |
+
|-------------------|----:|
|
| 298 |
+
|Avg. |29.39|
|
| 299 |
+
|IFEval (0-Shot) |51.15|
|
| 300 |
+
|BBH (3-Shot) |44.33|
|
| 301 |
+
|MATH Lvl 5 (4-Shot)|17.82|
|
| 302 |
+
|GPQA (0-shot) |14.77|
|
| 303 |
+
|MuSR (0-shot) | 6.57|
|
| 304 |
+
|MMLU-PRO (5-shot) |41.69|
|
| 305 |
+
|
.ipynb_checkpoints/tokenizer_config-checkpoint.json
ADDED
|
@@ -0,0 +1,1869 @@
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| 1 |
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{
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| 2 |
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| 11 |
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| 12 |
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| 13 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 21 |
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| 24 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 44 |
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| 45 |
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| 47 |
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| 48 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 63 |
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| 64 |
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| 71 |
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| 87 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 135 |
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| 136 |
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| 138 |
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| 140 |
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| 143 |
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| 144 |
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| 151 |
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| 154 |
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| 156 |
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| 157 |
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| 159 |
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| 160 |
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| 167 |
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| 168 |
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| 175 |
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| 176 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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| 193 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 200 |
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| 201 |
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| 202 |
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| 205 |
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| 207 |
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| 215 |
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| 216 |
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| 217 |
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| 218 |
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| 223 |
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"content": "<|unused129|>",
|
| 1608 |
+
"lstrip": false,
|
| 1609 |
+
"normalized": false,
|
| 1610 |
+
"rstrip": false,
|
| 1611 |
+
"single_word": false,
|
| 1612 |
+
"special": true
|
| 1613 |
+
},
|
| 1614 |
+
"275": {
|
| 1615 |
+
"content": "<|unused130|>",
|
| 1616 |
+
"lstrip": false,
|
| 1617 |
+
"normalized": false,
|
| 1618 |
+
"rstrip": false,
|
| 1619 |
+
"single_word": false,
|
| 1620 |
+
"special": true
|
| 1621 |
+
},
|
| 1622 |
+
"276": {
|
| 1623 |
+
"content": "<|unused131|>",
|
| 1624 |
+
"lstrip": false,
|
| 1625 |
+
"normalized": false,
|
| 1626 |
+
"rstrip": false,
|
| 1627 |
+
"single_word": false,
|
| 1628 |
+
"special": true
|
| 1629 |
+
},
|
| 1630 |
+
"277": {
|
| 1631 |
+
"content": "<|unused132|>",
|
| 1632 |
+
"lstrip": false,
|
| 1633 |
+
"normalized": false,
|
| 1634 |
+
"rstrip": false,
|
| 1635 |
+
"single_word": false,
|
| 1636 |
+
"special": true
|
| 1637 |
+
},
|
| 1638 |
+
"278": {
|
| 1639 |
+
"content": "<|unused133|>",
|
| 1640 |
+
"lstrip": false,
|
| 1641 |
+
"normalized": false,
|
| 1642 |
+
"rstrip": false,
|
| 1643 |
+
"single_word": false,
|
| 1644 |
+
"special": true
|
| 1645 |
+
},
|
| 1646 |
+
"279": {
|
| 1647 |
+
"content": "<|unused134|>",
|
| 1648 |
+
"lstrip": false,
|
| 1649 |
+
"normalized": false,
|
| 1650 |
+
"rstrip": false,
|
| 1651 |
+
"single_word": false,
|
| 1652 |
+
"special": true
|
| 1653 |
+
},
|
| 1654 |
+
"280": {
|
| 1655 |
+
"content": "<|unused135|>",
|
| 1656 |
+
"lstrip": false,
|
| 1657 |
+
"normalized": false,
|
| 1658 |
+
"rstrip": false,
|
| 1659 |
+
"single_word": false,
|
| 1660 |
+
"special": true
|
| 1661 |
+
},
|
| 1662 |
+
"281": {
|
| 1663 |
+
"content": "<|unused136|>",
|
| 1664 |
+
"lstrip": false,
|
| 1665 |
+
"normalized": false,
|
| 1666 |
+
"rstrip": false,
|
| 1667 |
+
"single_word": false,
|
| 1668 |
+
"special": true
|
| 1669 |
+
},
|
| 1670 |
+
"282": {
|
| 1671 |
+
"content": "<|unused137|>",
|
| 1672 |
+
"lstrip": false,
|
| 1673 |
+
"normalized": false,
|
| 1674 |
+
"rstrip": false,
|
| 1675 |
+
"single_word": false,
|
| 1676 |
+
"special": true
|
| 1677 |
+
},
|
| 1678 |
+
"283": {
|
| 1679 |
+
"content": "<|unused138|>",
|
| 1680 |
+
"lstrip": false,
|
| 1681 |
+
"normalized": false,
|
| 1682 |
+
"rstrip": false,
|
| 1683 |
+
"single_word": false,
|
| 1684 |
+
"special": true
|
| 1685 |
+
},
|
| 1686 |
+
"284": {
|
| 1687 |
+
"content": "<|unused139|>",
|
| 1688 |
+
"lstrip": false,
|
| 1689 |
+
"normalized": false,
|
| 1690 |
+
"rstrip": false,
|
| 1691 |
+
"single_word": false,
|
| 1692 |
+
"special": true
|
| 1693 |
+
},
|
| 1694 |
+
"285": {
|
| 1695 |
+
"content": "<|unused140|>",
|
| 1696 |
+
"lstrip": false,
|
| 1697 |
+
"normalized": false,
|
| 1698 |
+
"rstrip": false,
|
| 1699 |
+
"single_word": false,
|
| 1700 |
+
"special": true
|
| 1701 |
+
},
|
| 1702 |
+
"286": {
|
| 1703 |
+
"content": "<|unused141|>",
|
| 1704 |
+
"lstrip": false,
|
| 1705 |
+
"normalized": false,
|
| 1706 |
+
"rstrip": false,
|
| 1707 |
+
"single_word": false,
|
| 1708 |
+
"special": true
|
| 1709 |
+
},
|
| 1710 |
+
"287": {
|
| 1711 |
+
"content": "<|unused142|>",
|
| 1712 |
+
"lstrip": false,
|
| 1713 |
+
"normalized": false,
|
| 1714 |
+
"rstrip": false,
|
| 1715 |
+
"single_word": false,
|
| 1716 |
+
"special": true
|
| 1717 |
+
},
|
| 1718 |
+
"288": {
|
| 1719 |
+
"content": "<|unused143|>",
|
| 1720 |
+
"lstrip": false,
|
| 1721 |
+
"normalized": false,
|
| 1722 |
+
"rstrip": false,
|
| 1723 |
+
"single_word": false,
|
| 1724 |
+
"special": true
|
| 1725 |
+
},
|
| 1726 |
+
"289": {
|
| 1727 |
+
"content": "<|unused144|>",
|
| 1728 |
+
"lstrip": false,
|
| 1729 |
+
"normalized": false,
|
| 1730 |
+
"rstrip": false,
|
| 1731 |
+
"single_word": false,
|
| 1732 |
+
"special": true
|
| 1733 |
+
},
|
| 1734 |
+
"290": {
|
| 1735 |
+
"content": "<|unused145|>",
|
| 1736 |
+
"lstrip": false,
|
| 1737 |
+
"normalized": false,
|
| 1738 |
+
"rstrip": false,
|
| 1739 |
+
"single_word": false,
|
| 1740 |
+
"special": true
|
| 1741 |
+
},
|
| 1742 |
+
"291": {
|
| 1743 |
+
"content": "<|unused146|>",
|
| 1744 |
+
"lstrip": false,
|
| 1745 |
+
"normalized": false,
|
| 1746 |
+
"rstrip": false,
|
| 1747 |
+
"single_word": false,
|
| 1748 |
+
"special": true
|
| 1749 |
+
},
|
| 1750 |
+
"292": {
|
| 1751 |
+
"content": "<|unused147|>",
|
| 1752 |
+
"lstrip": false,
|
| 1753 |
+
"normalized": false,
|
| 1754 |
+
"rstrip": false,
|
| 1755 |
+
"single_word": false,
|
| 1756 |
+
"special": true
|
| 1757 |
+
},
|
| 1758 |
+
"293": {
|
| 1759 |
+
"content": "<|unused148|>",
|
| 1760 |
+
"lstrip": false,
|
| 1761 |
+
"normalized": false,
|
| 1762 |
+
"rstrip": false,
|
| 1763 |
+
"single_word": false,
|
| 1764 |
+
"special": true
|
| 1765 |
+
},
|
| 1766 |
+
"294": {
|
| 1767 |
+
"content": "<|unused149|>",
|
| 1768 |
+
"lstrip": false,
|
| 1769 |
+
"normalized": false,
|
| 1770 |
+
"rstrip": false,
|
| 1771 |
+
"single_word": false,
|
| 1772 |
+
"special": true
|
| 1773 |
+
},
|
| 1774 |
+
"295": {
|
| 1775 |
+
"content": "<|unused150|>",
|
| 1776 |
+
"lstrip": false,
|
| 1777 |
+
"normalized": false,
|
| 1778 |
+
"rstrip": false,
|
| 1779 |
+
"single_word": false,
|
| 1780 |
+
"special": true
|
| 1781 |
+
},
|
| 1782 |
+
"296": {
|
| 1783 |
+
"content": "<|unused151|>",
|
| 1784 |
+
"lstrip": false,
|
| 1785 |
+
"normalized": false,
|
| 1786 |
+
"rstrip": false,
|
| 1787 |
+
"single_word": false,
|
| 1788 |
+
"special": true
|
| 1789 |
+
},
|
| 1790 |
+
"297": {
|
| 1791 |
+
"content": "<|unused152|>",
|
| 1792 |
+
"lstrip": false,
|
| 1793 |
+
"normalized": false,
|
| 1794 |
+
"rstrip": false,
|
| 1795 |
+
"single_word": false,
|
| 1796 |
+
"special": true
|
| 1797 |
+
},
|
| 1798 |
+
"298": {
|
| 1799 |
+
"content": "<|unused153|>",
|
| 1800 |
+
"lstrip": false,
|
| 1801 |
+
"normalized": false,
|
| 1802 |
+
"rstrip": false,
|
| 1803 |
+
"single_word": false,
|
| 1804 |
+
"special": true
|
| 1805 |
+
},
|
| 1806 |
+
"299": {
|
| 1807 |
+
"content": "<|unused154|>",
|
| 1808 |
+
"lstrip": false,
|
| 1809 |
+
"normalized": false,
|
| 1810 |
+
"rstrip": false,
|
| 1811 |
+
"single_word": false,
|
| 1812 |
+
"special": true
|
| 1813 |
+
},
|
| 1814 |
+
"300": {
|
| 1815 |
+
"content": "<|unused155|>",
|
| 1816 |
+
"lstrip": false,
|
| 1817 |
+
"normalized": false,
|
| 1818 |
+
"rstrip": false,
|
| 1819 |
+
"single_word": false,
|
| 1820 |
+
"special": true
|
| 1821 |
+
},
|
| 1822 |
+
"301": {
|
| 1823 |
+
"content": "<|unused156|>",
|
| 1824 |
+
"lstrip": false,
|
| 1825 |
+
"normalized": false,
|
| 1826 |
+
"rstrip": false,
|
| 1827 |
+
"single_word": false,
|
| 1828 |
+
"special": true
|
| 1829 |
+
},
|
| 1830 |
+
"302": {
|
| 1831 |
+
"content": "<|unused157|>",
|
| 1832 |
+
"lstrip": false,
|
| 1833 |
+
"normalized": false,
|
| 1834 |
+
"rstrip": false,
|
| 1835 |
+
"single_word": false,
|
| 1836 |
+
"special": true
|
| 1837 |
+
},
|
| 1838 |
+
"303": {
|
| 1839 |
+
"content": "<|unused158|>",
|
| 1840 |
+
"lstrip": false,
|
| 1841 |
+
"normalized": false,
|
| 1842 |
+
"rstrip": false,
|
| 1843 |
+
"single_word": false,
|
| 1844 |
+
"special": true
|
| 1845 |
+
},
|
| 1846 |
+
"304": {
|
| 1847 |
+
"content": "<|unused159|>",
|
| 1848 |
+
"lstrip": false,
|
| 1849 |
+
"normalized": false,
|
| 1850 |
+
"rstrip": false,
|
| 1851 |
+
"single_word": false,
|
| 1852 |
+
"special": true
|
| 1853 |
+
}
|
| 1854 |
+
},
|
| 1855 |
+
"bos_token": "<|startoftext|>",
|
| 1856 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\\n' + content + '<|im_end|>\\n<|im_start|>assistant\\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\\n' }}{% endif %}{% endfor %}",
|
| 1857 |
+
"clean_up_tokenization_spaces": false,
|
| 1858 |
+
"eos_token": "<|im_end|>",
|
| 1859 |
+
"legacy": true,
|
| 1860 |
+
"model_max_length": 4096,
|
| 1861 |
+
"pad_token": "<unk>",
|
| 1862 |
+
"padding_side": "right",
|
| 1863 |
+
"sp_model_kwargs": {},
|
| 1864 |
+
"spaces_between_special_tokens": false,
|
| 1865 |
+
"split_special_tokens": false,
|
| 1866 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1867 |
+
"unk_token": "<unk>",
|
| 1868 |
+
"use_default_system_prompt": false
|
| 1869 |
+
}
|
README.md
ADDED
|
@@ -0,0 +1,305 @@
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|
| 1 |
+
---
|
| 2 |
+
License: apache-2.0
|
| 3 |
+
Language:
|
| 4 |
+
- En
|
| 5 |
+
Pipeline_tag: text-generation
|
| 6 |
+
Base_model: 01-ai/Yi-1.5-34B-32K
|
| 7 |
+
Tags:
|
| 8 |
+
- Chat
|
| 9 |
+
model-index:
|
| 10 |
+
- name: magnum-v3-34b
|
| 11 |
+
results:
|
| 12 |
+
- task:
|
| 13 |
+
type: text-generation
|
| 14 |
+
name: Text Generation
|
| 15 |
+
dataset:
|
| 16 |
+
name: IFEval (0-Shot)
|
| 17 |
+
type: HuggingFaceH4/ifeval
|
| 18 |
+
args:
|
| 19 |
+
num_few_shot: 0
|
| 20 |
+
metrics:
|
| 21 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
| 22 |
+
value: 51.15
|
| 23 |
+
name: strict accuracy
|
| 24 |
+
source:
|
| 25 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 26 |
+
name: Open LLM Leaderboard
|
| 27 |
+
- task:
|
| 28 |
+
type: text-generation
|
| 29 |
+
name: Text Generation
|
| 30 |
+
dataset:
|
| 31 |
+
name: BBH (3-Shot)
|
| 32 |
+
type: BBH
|
| 33 |
+
args:
|
| 34 |
+
num_few_shot: 3
|
| 35 |
+
metrics:
|
| 36 |
+
- type: acc_norm
|
| 37 |
+
value: 44.33
|
| 38 |
+
name: normalized accuracy
|
| 39 |
+
source:
|
| 40 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 41 |
+
name: Open LLM Leaderboard
|
| 42 |
+
- task:
|
| 43 |
+
type: text-generation
|
| 44 |
+
name: Text Generation
|
| 45 |
+
dataset:
|
| 46 |
+
name: MATH Lvl 5 (4-Shot)
|
| 47 |
+
type: hendrycks/competition_math
|
| 48 |
+
args:
|
| 49 |
+
num_few_shot: 4
|
| 50 |
+
metrics:
|
| 51 |
+
- type: exact_match
|
| 52 |
+
value: 17.82
|
| 53 |
+
name: exact match
|
| 54 |
+
source:
|
| 55 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 56 |
+
name: Open LLM Leaderboard
|
| 57 |
+
- task:
|
| 58 |
+
type: text-generation
|
| 59 |
+
name: Text Generation
|
| 60 |
+
dataset:
|
| 61 |
+
name: GPQA (0-shot)
|
| 62 |
+
type: Idavidrein/gpqa
|
| 63 |
+
args:
|
| 64 |
+
num_few_shot: 0
|
| 65 |
+
metrics:
|
| 66 |
+
- type: acc_norm
|
| 67 |
+
value: 14.77
|
| 68 |
+
name: acc_norm
|
| 69 |
+
source:
|
| 70 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 71 |
+
name: Open LLM Leaderboard
|
| 72 |
+
- task:
|
| 73 |
+
type: text-generation
|
| 74 |
+
name: Text Generation
|
| 75 |
+
dataset:
|
| 76 |
+
name: MuSR (0-shot)
|
| 77 |
+
type: TAUR-Lab/MuSR
|
| 78 |
+
args:
|
| 79 |
+
num_few_shot: 0
|
| 80 |
+
metrics:
|
| 81 |
+
- type: acc_norm
|
| 82 |
+
value: 6.57
|
| 83 |
+
name: acc_norm
|
| 84 |
+
source:
|
| 85 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 86 |
+
name: Open LLM Leaderboard
|
| 87 |
+
- task:
|
| 88 |
+
type: text-generation
|
| 89 |
+
name: Text Generation
|
| 90 |
+
dataset:
|
| 91 |
+
name: MMLU-PRO (5-shot)
|
| 92 |
+
type: TIGER-Lab/MMLU-Pro
|
| 93 |
+
config: main
|
| 94 |
+
split: test
|
| 95 |
+
args:
|
| 96 |
+
num_few_shot: 5
|
| 97 |
+
metrics:
|
| 98 |
+
- type: acc
|
| 99 |
+
value: 41.69
|
| 100 |
+
name: accuracy
|
| 101 |
+
source:
|
| 102 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
|
| 103 |
+
name: Open LLM Leaderboard
|
| 104 |
+
---
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
|
| 108 |
+
This is the 9th in a series of models designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus.
|
| 109 |
+
|
| 110 |
+
This model is fine-tuned on top of [Yi-1.5-34 B-32 K](https://huggingface.co/01-ai/Yi-1.5-34B-32K).
|
| 111 |
+
|
| 112 |
+
## Prompting
|
| 113 |
+
Model has been Instruct tuned with the ChatML formatting. A typical input would look like this:
|
| 114 |
+
|
| 115 |
+
```py
|
| 116 |
+
"""<|im_start|>system
|
| 117 |
+
system prompt<|im_end|>
|
| 118 |
+
<|im_start|>user
|
| 119 |
+
Hi there!<|im_end|>
|
| 120 |
+
<|im_start|>assistant
|
| 121 |
+
Nice to meet you!<|im_end|>
|
| 122 |
+
<|im_start|>user
|
| 123 |
+
Can I ask a question?<|im_end|>
|
| 124 |
+
<|im_start|>assistant
|
| 125 |
+
"""
|
| 126 |
+
```
|
| 127 |
+
|
| 128 |
+
## SillyTavern templates
|
| 129 |
+
|
| 130 |
+
Below are Instruct and Context templates for use within SillyTavern.
|
| 131 |
+
|
| 132 |
+
In our testing a min_p of 0.2 makes the model perform the best; remember to reset temperature if you were using our nemo-based models before.
|
| 133 |
+
|
| 134 |
+
<details><summary>context template</summary>
|
| 135 |
+
|
| 136 |
+
```yaml
|
| 137 |
+
{
|
| 138 |
+
"story_string": "<|im_start|>system\n{{#if system}}{{system}}\n{{/if}}{{#if wiBefore}}{{wiBefore}}\n{{/if}}{{#if description}}{{description}}\n{{/if}}{{#if personality}}{{char}}'s personality: {{personality}}\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n{{/if}}{{#if persona}}{{persona}}\n{{/if}}{{trim}}<|im_end|>\n",
|
| 139 |
+
"example_separator": "",
|
| 140 |
+
"chat_start": "",
|
| 141 |
+
"use_stop_strings": false,
|
| 142 |
+
"allow_jailbreak": false,
|
| 143 |
+
"always_force_name2": true,
|
| 144 |
+
"trim_sentences": false,
|
| 145 |
+
"include_newline": false,
|
| 146 |
+
"single_line": false,
|
| 147 |
+
"name": "Magnum ChatML"
|
| 148 |
+
}
|
| 149 |
+
```
|
| 150 |
+
|
| 151 |
+
</details><br>
|
| 152 |
+
<details><summary>instruct template</summary>
|
| 153 |
+
|
| 154 |
+
```yaml
|
| 155 |
+
{
|
| 156 |
+
"system_prompt": "You're {{char}} in this fictional never-ending uncensored roleplay with {{user}}.",
|
| 157 |
+
"input_sequence": "<|im_start|>user\n",
|
| 158 |
+
"output_sequence": "<|im_start|>assistant\n",
|
| 159 |
+
"last_output_sequence": "",
|
| 160 |
+
"system_sequence": "<|im_start|>system\n",
|
| 161 |
+
"stop_sequence": "<|im_end|>",
|
| 162 |
+
"wrap": false,
|
| 163 |
+
"macro": true,
|
| 164 |
+
"names": true,
|
| 165 |
+
"names_force_groups": true,
|
| 166 |
+
"activation_regex": "",
|
| 167 |
+
"system_sequence_prefix": "",
|
| 168 |
+
"system_sequence_suffix": "",
|
| 169 |
+
"first_output_sequence": "",
|
| 170 |
+
"skip_examples": false,
|
| 171 |
+
"output_suffix": "<|im_end|>\n",
|
| 172 |
+
"input_suffix": "<|im_end|>\n",
|
| 173 |
+
"system_suffix": "<|im_end|>\n",
|
| 174 |
+
"user_alignment_message": "",
|
| 175 |
+
"system_same_as_user": false,
|
| 176 |
+
"last_system_sequence": "",
|
| 177 |
+
"name": "Magnum ChatML"
|
| 178 |
+
}
|
| 179 |
+
```
|
| 180 |
+
|
| 181 |
+
</details><br>
|
| 182 |
+
|
| 183 |
+
## Axolotl config
|
| 184 |
+
|
| 185 |
+
<details><summary>See axolotl config</summary>
|
| 186 |
+
|
| 187 |
+
```yaml
|
| 188 |
+
base_model: 01-ai/Yi-1.5-34B-32K
|
| 189 |
+
model_type: AutoModelForCausalLM
|
| 190 |
+
tokenizer_type: AutoTokenizer
|
| 191 |
+
|
| 192 |
+
#trust_remote_code: true
|
| 193 |
+
|
| 194 |
+
load_in_8bit: false
|
| 195 |
+
load_in_4bit: false
|
| 196 |
+
strict: false
|
| 197 |
+
|
| 198 |
+
datasets:
|
| 199 |
+
- path: anthracite-org/stheno-filtered-v1.1
|
| 200 |
+
type: sharegpt
|
| 201 |
+
conversation: chatml
|
| 202 |
+
- path: anthracite-org/kalo-opus-instruct-22k-no-refusal
|
| 203 |
+
type: sharegpt
|
| 204 |
+
conversation: chatml
|
| 205 |
+
- path: anthracite-org/nopm_claude_writing_fixed
|
| 206 |
+
type: sharegpt
|
| 207 |
+
conversation: chatml
|
| 208 |
+
- path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
|
| 209 |
+
type: sharegpt
|
| 210 |
+
conversation: chatml
|
| 211 |
+
- path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
|
| 212 |
+
type: sharegpt
|
| 213 |
+
conversation: chatml
|
| 214 |
+
chat_template: chatml
|
| 215 |
+
shuffle_merged_datasets: true
|
| 216 |
+
default_system_message: "You are an assistant that responds to the user."
|
| 217 |
+
dataset_prepared_path: magnum-v2-34b-1.5-data
|
| 218 |
+
val_set_size: 0.0
|
| 219 |
+
output_dir: ./magnum-v2-34b-32k-r1
|
| 220 |
+
|
| 221 |
+
sequence_len: 8192
|
| 222 |
+
sample_packing: true
|
| 223 |
+
eval_sample_packing: false
|
| 224 |
+
pad_to_sequence_len:
|
| 225 |
+
|
| 226 |
+
adapter:
|
| 227 |
+
lora_model_dir:
|
| 228 |
+
lora_r:
|
| 229 |
+
lora_alpha:
|
| 230 |
+
lora_dropout:
|
| 231 |
+
lora_target_linear:
|
| 232 |
+
lora_fan_in_fan_out:
|
| 233 |
+
|
| 234 |
+
wandb_project: magnum-v2-34b-1.5-32k
|
| 235 |
+
wandb_entity:
|
| 236 |
+
wandb_watch:
|
| 237 |
+
wandb_name: attempt-01
|
| 238 |
+
wandb_log_model:
|
| 239 |
+
|
| 240 |
+
gradient_accumulation_steps: 8
|
| 241 |
+
micro_batch_size: 1
|
| 242 |
+
num_epochs: 2
|
| 243 |
+
optimizer: paged_adamw_8bit
|
| 244 |
+
lr_scheduler: cosine
|
| 245 |
+
learning_rate: 0.000006
|
| 246 |
+
|
| 247 |
+
train_on_inputs: false
|
| 248 |
+
group_by_length: false
|
| 249 |
+
bf16: auto
|
| 250 |
+
fp16:
|
| 251 |
+
tf32: false
|
| 252 |
+
|
| 253 |
+
gradient_checkpointing: unsloth
|
| 254 |
+
early_stopping_patience:
|
| 255 |
+
resume_from_checkpoint:
|
| 256 |
+
local_rank:
|
| 257 |
+
logging_steps: 1
|
| 258 |
+
xformers_attention:
|
| 259 |
+
flash_attention: true
|
| 260 |
+
|
| 261 |
+
warmup_steps: 50
|
| 262 |
+
evals_per_epoch:
|
| 263 |
+
eval_table_size:
|
| 264 |
+
eval_max_new_tokens:
|
| 265 |
+
saves_per_epoch: 2
|
| 266 |
+
debug:
|
| 267 |
+
deepspeed: deepspeed_configs/zero3_bf16.json
|
| 268 |
+
weight_decay: 0.05
|
| 269 |
+
fsdp:
|
| 270 |
+
fsdp_config:
|
| 271 |
+
special_tokens:
|
| 272 |
+
```
|
| 273 |
+
</details><br>
|
| 274 |
+
|
| 275 |
+
## Credits
|
| 276 |
+
We'd like to thank Recursal / Featherless for sponsoring the compute for this train, Featherless has been hosting our Magnum models since the first 72 B and has given thousands of people access to our models and helped us grow.
|
| 277 |
+
|
| 278 |
+
We would also like to thank all members of Anthracite who made this finetune possible.
|
| 279 |
+
|
| 280 |
+
- [anthracite-org/stheno-filtered-v1.1](https://huggingface.co/datasets/anthracite-org/stheno-filtered-v1.1)
|
| 281 |
+
- [anthracite-org/kalo-opus-instruct-22k-no-refusal](https://huggingface.co/datasets/anthracite-org/kalo-opus-instruct-22k-no-refusal)
|
| 282 |
+
- [lodrick-the-lafted/NopmWritingStruct](https://huggingface.co/datasets/lodrick-the-lafted/NopmWritingStruct)
|
| 283 |
+
- [Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned](https://huggingface.co/datasets/Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned)
|
| 284 |
+
- [Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned](https://huggingface.co/datasets/Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned)
|
| 285 |
+
|
| 286 |
+
## Training
|
| 287 |
+
The training was done for 2 epochs. We used 8x[H100s](https://www.nvidia.com/en-us/data-center/h100/) GPUs graciously provided by [Recursal AI](https://recursal.ai/) / [Featherless AI](https://featherless.ai/) for the full-parameter fine-tuning of the model.
|
| 288 |
+
|
| 289 |
+
[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
|
| 290 |
+
|
| 291 |
+
## Safety
|
| 292 |
+
...
|
| 293 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
| 294 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_anthracite-org__magnum-v3-34b)
|
| 295 |
+
|
| 296 |
+
| Metric |Value|
|
| 297 |
+
|-------------------|----:|
|
| 298 |
+
|Avg. |29.39|
|
| 299 |
+
|IFEval (0-Shot) |51.15|
|
| 300 |
+
|BBH (3-Shot) |44.33|
|
| 301 |
+
|MATH Lvl 5 (4-Shot)|17.82|
|
| 302 |
+
|GPQA (0-shot) |14.77|
|
| 303 |
+
|MuSR (0-shot) | 6.57|
|
| 304 |
+
|MMLU-PRO (5-shot) |41.69|
|
| 305 |
+
|
config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/workspace/magnum-v3-34b-tokfix",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LlamaForCausalLM"
|
| 5 |
+
],
|
| 6 |
+
"attention_bias": false,
|
| 7 |
+
"attention_dropout": 0.0,
|
| 8 |
+
"bos_token_id": 1,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "silu",
|
| 11 |
+
"hidden_size": 7168,
|
| 12 |
+
"initializer_range": 0.02,
|
| 13 |
+
"intermediate_size": 20480,
|
| 14 |
+
"max_position_embeddings": 32768,
|
| 15 |
+
"mlp_bias": false,
|
| 16 |
+
"model_type": "llama",
|
| 17 |
+
"num_attention_heads": 56,
|
| 18 |
+
"num_hidden_layers": 60,
|
| 19 |
+
"num_key_value_heads": 8,
|
| 20 |
+
"pretraining_tp": 1,
|
| 21 |
+
"quantization_config": {
|
| 22 |
+
"activation_scheme": "dynamic",
|
| 23 |
+
"ignored_layers": [
|
| 24 |
+
"lm_head"
|
| 25 |
+
],
|
| 26 |
+
"quant_method": "fp8"
|
| 27 |
+
},
|
| 28 |
+
"rms_norm_eps": 1e-06,
|
| 29 |
+
"rope_scaling": null,
|
| 30 |
+
"rope_theta": 5000000,
|
| 31 |
+
"tie_word_embeddings": false,
|
| 32 |
+
"torch_dtype": "bfloat16",
|
| 33 |
+
"transformers_version": "4.44.2",
|
| 34 |
+
"use_cache": false,
|
| 35 |
+
"vocab_size": 64000
|
| 36 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 1,
|
| 4 |
+
"eos_token_id": 2,
|
| 5 |
+
"pad_token_id": 0,
|
| 6 |
+
"transformers_version": "4.44.2"
|
| 7 |
+
}
|
model-00001-of-00008.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:734270ca4731724ec50d5be1f319a3cd5251d1901e563c3d3d77b7a8c3b1b846
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special_tokens_map.json
ADDED
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|
| 28 |
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|
| 29 |
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|
| 30 |
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"add_prefix_space": true,
|
| 5 |
+
"added_tokens_decoder": {
|
| 6 |
+
"0": {
|
| 7 |
+
"content": "<unk>",
|
| 8 |
+
"lstrip": false,
|
| 9 |
+
"normalized": true,
|
| 10 |
+
"rstrip": false,
|
| 11 |
+
"single_word": false,
|
| 12 |
+
"special": true
|
| 13 |
+
},
|
| 14 |
+
"1": {
|
| 15 |
+
"content": "<|startoftext|>",
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| 16 |
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+
"lstrip": false,
|
| 1737 |
+
"normalized": false,
|
| 1738 |
+
"rstrip": false,
|
| 1739 |
+
"single_word": false,
|
| 1740 |
+
"special": true
|
| 1741 |
+
},
|
| 1742 |
+
"291": {
|
| 1743 |
+
"content": "<|unused146|>",
|
| 1744 |
+
"lstrip": false,
|
| 1745 |
+
"normalized": false,
|
| 1746 |
+
"rstrip": false,
|
| 1747 |
+
"single_word": false,
|
| 1748 |
+
"special": true
|
| 1749 |
+
},
|
| 1750 |
+
"292": {
|
| 1751 |
+
"content": "<|unused147|>",
|
| 1752 |
+
"lstrip": false,
|
| 1753 |
+
"normalized": false,
|
| 1754 |
+
"rstrip": false,
|
| 1755 |
+
"single_word": false,
|
| 1756 |
+
"special": true
|
| 1757 |
+
},
|
| 1758 |
+
"293": {
|
| 1759 |
+
"content": "<|unused148|>",
|
| 1760 |
+
"lstrip": false,
|
| 1761 |
+
"normalized": false,
|
| 1762 |
+
"rstrip": false,
|
| 1763 |
+
"single_word": false,
|
| 1764 |
+
"special": true
|
| 1765 |
+
},
|
| 1766 |
+
"294": {
|
| 1767 |
+
"content": "<|unused149|>",
|
| 1768 |
+
"lstrip": false,
|
| 1769 |
+
"normalized": false,
|
| 1770 |
+
"rstrip": false,
|
| 1771 |
+
"single_word": false,
|
| 1772 |
+
"special": true
|
| 1773 |
+
},
|
| 1774 |
+
"295": {
|
| 1775 |
+
"content": "<|unused150|>",
|
| 1776 |
+
"lstrip": false,
|
| 1777 |
+
"normalized": false,
|
| 1778 |
+
"rstrip": false,
|
| 1779 |
+
"single_word": false,
|
| 1780 |
+
"special": true
|
| 1781 |
+
},
|
| 1782 |
+
"296": {
|
| 1783 |
+
"content": "<|unused151|>",
|
| 1784 |
+
"lstrip": false,
|
| 1785 |
+
"normalized": false,
|
| 1786 |
+
"rstrip": false,
|
| 1787 |
+
"single_word": false,
|
| 1788 |
+
"special": true
|
| 1789 |
+
},
|
| 1790 |
+
"297": {
|
| 1791 |
+
"content": "<|unused152|>",
|
| 1792 |
+
"lstrip": false,
|
| 1793 |
+
"normalized": false,
|
| 1794 |
+
"rstrip": false,
|
| 1795 |
+
"single_word": false,
|
| 1796 |
+
"special": true
|
| 1797 |
+
},
|
| 1798 |
+
"298": {
|
| 1799 |
+
"content": "<|unused153|>",
|
| 1800 |
+
"lstrip": false,
|
| 1801 |
+
"normalized": false,
|
| 1802 |
+
"rstrip": false,
|
| 1803 |
+
"single_word": false,
|
| 1804 |
+
"special": true
|
| 1805 |
+
},
|
| 1806 |
+
"299": {
|
| 1807 |
+
"content": "<|unused154|>",
|
| 1808 |
+
"lstrip": false,
|
| 1809 |
+
"normalized": false,
|
| 1810 |
+
"rstrip": false,
|
| 1811 |
+
"single_word": false,
|
| 1812 |
+
"special": true
|
| 1813 |
+
},
|
| 1814 |
+
"300": {
|
| 1815 |
+
"content": "<|unused155|>",
|
| 1816 |
+
"lstrip": false,
|
| 1817 |
+
"normalized": false,
|
| 1818 |
+
"rstrip": false,
|
| 1819 |
+
"single_word": false,
|
| 1820 |
+
"special": true
|
| 1821 |
+
},
|
| 1822 |
+
"301": {
|
| 1823 |
+
"content": "<|unused156|>",
|
| 1824 |
+
"lstrip": false,
|
| 1825 |
+
"normalized": false,
|
| 1826 |
+
"rstrip": false,
|
| 1827 |
+
"single_word": false,
|
| 1828 |
+
"special": true
|
| 1829 |
+
},
|
| 1830 |
+
"302": {
|
| 1831 |
+
"content": "<|unused157|>",
|
| 1832 |
+
"lstrip": false,
|
| 1833 |
+
"normalized": false,
|
| 1834 |
+
"rstrip": false,
|
| 1835 |
+
"single_word": false,
|
| 1836 |
+
"special": true
|
| 1837 |
+
},
|
| 1838 |
+
"303": {
|
| 1839 |
+
"content": "<|unused158|>",
|
| 1840 |
+
"lstrip": false,
|
| 1841 |
+
"normalized": false,
|
| 1842 |
+
"rstrip": false,
|
| 1843 |
+
"single_word": false,
|
| 1844 |
+
"special": true
|
| 1845 |
+
},
|
| 1846 |
+
"304": {
|
| 1847 |
+
"content": "<|unused159|>",
|
| 1848 |
+
"lstrip": false,
|
| 1849 |
+
"normalized": false,
|
| 1850 |
+
"rstrip": false,
|
| 1851 |
+
"single_word": false,
|
| 1852 |
+
"special": true
|
| 1853 |
+
}
|
| 1854 |
+
},
|
| 1855 |
+
"bos_token": "<|startoftext|>",
|
| 1856 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\\n' + content + '<|im_end|>\\n<|im_start|>assistant\\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\\n' }}{% endif %}{% endfor %}",
|
| 1857 |
+
"clean_up_tokenization_spaces": false,
|
| 1858 |
+
"eos_token": "<|im_end|>",
|
| 1859 |
+
"legacy": true,
|
| 1860 |
+
"model_max_length": 4096,
|
| 1861 |
+
"pad_token": "<unk>",
|
| 1862 |
+
"padding_side": "right",
|
| 1863 |
+
"sp_model_kwargs": {},
|
| 1864 |
+
"spaces_between_special_tokens": false,
|
| 1865 |
+
"split_special_tokens": false,
|
| 1866 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1867 |
+
"unk_token": "<unk>",
|
| 1868 |
+
"use_default_system_prompt": false
|
| 1869 |
+
}
|