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alibayram
/
kumru
:latest
19
Downloads
Updated
2 weeks ago
Kumru-2B is the lightweight, open-source version of Kumru LLM, developed for Turkish from scratch by VNGRS.
Kumru-2B is the lightweight, open-source version of Kumru LLM, developed for Turkish from scratch by VNGRS.
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kumru:latest
...
/
model
ddd7e27e50d9 · 1.5GB
Metadata
general.architecture
llama
llama
general.file_type
Q4_K_M
Q4_K_M
llama.attention.head_count
16
16
llama.attention.head_count_kv
4
4
llama.attention.key_length
128
128
llama.attention.layer_norm_rms_epsilon
1e-05
1e-05
llama.attention.value_length
128
128
llama.block_count
18
18
llama.context_length
8192
8192
llama.embedding_length
3072
3072
llama.feed_forward_length
10752
10752
llama.rope.dimension_count
128
128
llama.rope.freq_base
500000
500000
llama.vocab_size
50176
50176
tokenizer.ggml.add_bos_token
true
true
tokenizer.ggml.add_sep_token
false
false
tokenizer.ggml.bos_token_id
2
2
tokenizer.ggml.eos_token_id
3
3
tokenizer.ggml.merges
[Ä ±, n Ġ, e Ġ, l a, e r, ...]
[Ä ±, n Ġ, e Ġ, l a, e r, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
0
0
tokenizer.ggml.token_type
[3, 3, 3, 3, 3, ...]
[3, 3, 3, 3, 3, ...]
tokenizer.ggml.tokens
[<PAD>, <UNK>, <BOS>, <EOS>, <INST>, ...]
[<PAD>, <UNK>, <BOS>, <EOS>, <INST>, ...]
tokenizer.ggml.unknown_token_id
1
1
Tensor
Name
Type
Shape
token_embd.weight
Q4_K
Q4_K
[3072, 50176]
blk.0
blk.0.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.0.attn_norm.weight
F32
F32
[3072]
blk.0.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.0.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.0.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.0.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.0.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.0.ffn_norm.weight
F32
F32
[3072]
blk.0.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.1
blk.1.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.1.attn_norm.weight
F32
F32
[3072]
blk.1.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.1.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.1.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.1.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.1.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.1.ffn_norm.weight
F32
F32
[3072]
blk.1.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.2
blk.2.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.2.attn_norm.weight
F32
F32
[3072]
blk.2.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.2.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.2.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.2.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.2.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.2.ffn_norm.weight
F32
F32
[3072]
blk.2.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.3
blk.3.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.3.attn_norm.weight
F32
F32
[3072]
blk.3.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.3.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.3.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.3.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.3.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.3.ffn_norm.weight
F32
F32
[3072]
blk.3.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.4
blk.4.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.4.attn_norm.weight
F32
F32
[3072]
blk.4.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.4.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.4.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.4.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.4.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.4.ffn_norm.weight
F32
F32
[3072]
blk.4.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.5
blk.5.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.5.attn_norm.weight
F32
F32
[3072]
blk.5.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.5.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.5.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.5.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.5.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.5.ffn_norm.weight
F32
F32
[3072]
blk.5.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.6
blk.6.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.6.attn_norm.weight
F32
F32
[3072]
blk.6.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.6.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.6.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.6.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.6.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.6.ffn_norm.weight
F32
F32
[3072]
blk.6.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.7
blk.7.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.7.attn_norm.weight
F32
F32
[3072]
blk.7.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.7.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.7.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.7.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.7.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.7.ffn_norm.weight
F32
F32
[3072]
blk.7.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.8
blk.8.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.8.attn_norm.weight
F32
F32
[3072]
blk.8.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.8.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.8.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.8.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.8.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.8.ffn_norm.weight
F32
F32
[3072]
blk.8.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.9
blk.9.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.9.attn_norm.weight
F32
F32
[3072]
blk.9.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.9.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.9.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.9.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.9.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.9.ffn_norm.weight
F32
F32
[3072]
blk.9.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.10
blk.10.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.10.attn_norm.weight
F32
F32
[3072]
blk.10.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.10.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.10.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.10.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.10.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.10.ffn_norm.weight
F32
F32
[3072]
blk.10.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.11
blk.11.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.11.attn_norm.weight
F32
F32
[3072]
blk.11.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.11.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.11.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.11.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.11.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.11.ffn_norm.weight
F32
F32
[3072]
blk.11.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.12
blk.12.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.12.attn_norm.weight
F32
F32
[3072]
blk.12.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.12.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.12.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.12.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.12.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.12.ffn_norm.weight
F32
F32
[3072]
blk.12.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.13
blk.13.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.13.attn_norm.weight
F32
F32
[3072]
blk.13.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.13.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.13.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.13.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.13.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.13.ffn_norm.weight
F32
F32
[3072]
blk.13.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.14
blk.14.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.14.attn_norm.weight
F32
F32
[3072]
blk.14.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.14.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.14.attn_v.weight
Q4_K
Q4_K
[3072, 512]
blk.14.ffn_down.weight
Q4_K
Q4_K
[10752, 3072]
blk.14.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.14.ffn_norm.weight
F32
F32
[3072]
blk.14.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.15
blk.15.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.15.attn_norm.weight
F32
F32
[3072]
blk.15.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.15.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.15.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.15.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.15.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.15.ffn_norm.weight
F32
F32
[3072]
blk.15.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.16
blk.16.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.16.attn_norm.weight
F32
F32
[3072]
blk.16.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.16.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.16.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.16.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.16.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.16.ffn_norm.weight
F32
F32
[3072]
blk.16.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
blk.17
blk.17.attn_k.weight
Q4_K
Q4_K
[3072, 512]
blk.17.attn_norm.weight
F32
F32
[3072]
blk.17.attn_output.weight
Q4_K
Q4_K
[2048, 3072]
blk.17.attn_q.weight
Q4_K
Q4_K
[3072, 2048]
blk.17.attn_v.weight
Q6_K
Q6_K
[3072, 512]
blk.17.ffn_down.weight
Q6_K
Q6_K
[10752, 3072]
blk.17.ffn_gate.weight
Q4_K
Q4_K
[3072, 10752]
blk.17.ffn_norm.weight
F32
F32
[3072]
blk.17.ffn_up.weight
Q4_K
Q4_K
[3072, 10752]
output.weight
Q6_K
Q6_K
[3072, 50176]
output_norm.weight
F32
F32
[3072]